Dean Bubley's Disruptive Wireless: Thought-leading wireless industry analysis
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This post originally appeared on September 29 on my LinkedIn feed, which is now my main platform for both short posts and longer-form articles. It can be found here, along with the comment stream. Please follow / connect to me on LinkedIn, to receive regular updates (about 1-3 / week)
While the broad concept of #privatewireless seems to be getting a lot more awareness in the wider tech industry, some of the implications haven't quite fully landed yet.
I've had a couple of meetings recently where there was still a prevailing view that #5G
evolution would continue to be "top-down", with major MNOs setting the
agenda, especially for enterprise. The belief is that national
"umbrella" networks would address all the various localised
applications, such as #industry40 and #smartagriculture, or #v2x networks along roads.
Such
a set-up would mean that the network "mothership" would need all sorts
of cloud-native elements for orchestration, security and control
systems, both at the telcos and their clients, which would be a boon for
vendors expecting a direct correlation with the promised $xxx billions
of 5G value, coming from URLLC capabilities, slicing and other features.
But
what is happening is much more bottom-up. The most cutting-edge uses of
5G are happening at specific locations - whether that is standalone
networks at factories, or new #neutralhost
deployments in offices and hotels (more on NH's in my next post btw).
We can expect Release 16/17/18 features to appear at a micro level, long
before they're switched on for the macro domain.
And while
these small local networks are sometimes being deployed by MNOs, they
are often based on dedicated infrastructure, perhaps using different
vendors to the main umbrella national networks. It's often the B2B units
running the show, with a variety of partners, rather than the central
core network team.
Other small islands are getting their
networks built by integrators, towercos & infracos, inhouse teams,
industrial solutions suppliers and assorted others. It's very
heterogeneous.
And each island can be *small*. A port's 5G
network might have huge value for the site's operator, but only have 100
SIMs in cameras and vehicles. There might be redundancy, but it won't
need a datacentre full of kit. There's often going to be a lot of
customisation, and unique combination of applications and integrations
with other systems
So if you're a vendor pitching umbrella-grade
solutions, you might need to rethink how to re-orient towards small
islands instead.
This post originally appeared on Oct 5 on my LinkedIn feed, which is now my main platform for both short posts and longer-form articles. It can be found here, along with the comment stream. Please follow / connect to me on LinkedIn, to receive regular updates (about 1-3 / week)
It's always interesting to attend
non-telecom industry events. Too often, we breathe our own smoke.
Visiting another sector's conferences gives better perspective. Often,
networks are less important than we imagine for "verticals".
Yesterday I chaired the Connectivity stream of the World Passenger Festival
conference in Vienna, an event primarily for the rail industry, plus
other forms of transport mobility. The speakers in my breakout covered
Wi-Fi access onboard trains and at stations, plus how to manage video
traffic. 5G was covered for on-train network backhaul, neutral-host
provision and possible use-cases like AR-enabled tourism & urban
mobility V2X safety for buses and bikes.
The rest of the
conference and show floor was about passenger experiences more
generally. Ticketing, sleeper trains, coordination with other types of
transport, train-based tourism and so on. Plenty of talk about apps and
"transformation" more broadly, but the network wasn't a priority.
There was also a rather muddled main-stage keynote on #5G
by Accenture, with 2018-era references to millisecond latencies,
network slicing and autonomous vehicles. It conflated normal MNO 5G with
the long-promised critical-comms rail variant #FRMCS
and bizarrely suggested they would coexist on converged, virtualised
networks. A later chat on their booth with a more knowledgeable
colleague gave a lot more clarity & agreement on the realities &
drivers of operational connectivity for future rail - especially
enabling ECTS (European Train Control System) for higher capacity on
rail networks.
The rail industry is at the apex of a trend I
discussed in a recent newsletter article and post - the need for
customers to have reliable access to smartphone apps for ticketing,
journey-planning, at-seat entertainment and catering etc. Travellers
need to download passes, make payments and use QR codes.
This explains why so much of the on-train #WiFi
strategy is linked to apps and portals, and much less to general
wireless infrastructure, whether MNO or dedicated trackside/FRMCS.
Some
rail Wi-Fi teams view cellular as a cost (for backhaul) or a rival that
stops passengers seeing the portal and info/monetisation offers, when
they directly access the Internet from phones. They filter or cache
video use to reduce cost and congestion. One even tries to dissuade
passengers from using cellular, to save 4G/5G network capacity for the
train!
In my view, there is both too much "joined-up" thinking
and too little. It's either 5G maximalism ("we don't need Wi-Fi on
trains") or it directly links connectivity to the rail operator's own
priorities, rather than passengers' real Internet access needs and
expectations.
What is needed is integration in the right places
and layers. Shared trackside masts and fibre, plus hybrid connectivity
to trains from public 5G, trackside dedicated networks (including #private5G) and satellite, delivering good, neutral, fast on-train Wi-Fi AND cellular for passengers.
This post originally appeared on October 2 on my LinkedIn newsletter, which is now my main platform for both short posts and longer-form articles. It can be found here, along with the comment stream. Please subscribe / connect to me on LinkedIn, to receive regular updates (about 1-3 / week)
Note: This article has been commissioned by the Dynamic Spectrum Alliance,
based on my existing well-known analysis and positions, which I have
been discussing for many years both publicly and privately. I believe
that in-building wireless - irrespective of technology - receives far
too little attention from policymakers and regulators. 6GHz should be
indoor-primary spectrum.
Abstract & summary: The vast bulk of
wireless data traffic today is for indoor applications. In future,
in-building wireless will become even more important. It is
ideally-suited to 6GHz spectrum, made available on an unlicensed basis. A
licensed model for 5G mobile in 6GHz would be unable to deliver
coverage consistently for more than a small number of sites.
Indoor wireless is already critical & often overlooked
Industry estimates suggest that 60-80% of cellular data is
delivered to indoor users, predominantly on smartphones. Additional
statistics shows that smartphones also typically consume
another 2-5x the cellular data volume on Wi-Fi, almost all of which is
indoors or in vehicles. In other words, 90%+ of total smartphone data is consumed inside buildings.
In addition, residential fixed broadband traffic volumes are
roughly 10-20x that of mobile broadband, with final delivery mostly over
Wi-Fi, often to non-smartphone devices such as smart TVs, laptops, game
consoles and voice assistants.
Outside the consumer market, a great deal of non-residential wireless connectivity is also indoors
– healthcare, education, manufacturing, conventions, hospitality and
office environments are all increasingly dependent on wireless,
especially with the rise of industrial automation systems, IoT, robots,
connected cameras and displays. These map to the rise in cloud- and
video-based business processes.
Most wireless uses & devices are indoor-centric
This does not imply that outdoor wireless use is either trivial
or unimportant. Most obviously, everyone uses their phones for calling,
messaging, mapping and various transport and other apps while
on-the-move. Vehicle connectivity is becoming essential, as well as
wireless use for safety, utilities and smart-city infrastructure. Some
sectors such as agriculture, logistics and construction are
predominantly outdoor-oriented, albeit often at specific locations and
sites.
But to a rough approximation, if 80%+ of wireless use is indoors, then 80%+ of economic and social benefit of wireless will accrue indoors as well. This applies irrespective of the technology involved – Wi-Fi, 4G/5G cellular, or even Bluetooth.
Future growth of indoor wireless
The demands for indoor connectivity are likely to grow in both
scale and scope in coming years. There will be huge demand for
high-throughput, low-latency access for both consumer and enterprise
use-cases.
Gigabit broadband, especially delivered with fibre, is
becoming the default for both residential and business premises. In the
medium term, we can expect 10Gig services to become more common as well.
In many cases, the bottleneck is now inside the building, and local wireless systems need to keep pace with the access network.
There is a growing array of demanding devices and applications connected inside homes and enterprises
premises. 4K and 8K screens, automation systems, healthcare products,
AR/VR systems, cameras for security and industrial purposes, robots and
much more.
Wireless devices will increasingly be located in any room or space inside a building, including bedrooms, garages, basements, meeting rooms, factory-floors and hospital operating theatres.
The density of devices
per-building or per-room will increase exponentially. While some will
be low-traffic products such as sensors, ever more appliances and
systems will feature screens, cameras and cloud/AI capabilities
demanding greater network performance.
There will be growing emphasis on the efficiency
of networks, in terms of both energy and spectrum usage. “Blasting
through walls” with wireless signals will be viewed negatively on both
counts.
Yet only some policymakers and regulators have explicit focus on indoor wireless in their broadband and spectrum policies. There has been some positive movement recently,
with regulators in markets such as the UK, Germany, Canada and Saudi
Arabia addressing the requirements. But it is now time for all governments
and regulators to specifically address indoor wireless needs – and
acknowledge the need for more spectrum, especially if they eventually
want to achieve “gigabit to each room” as a policy goal.
Wi-Fi can satisfy indoor requirements, but needs 6GHz
Almost all indoor devices discussed here have Wi-Fi
capabilities. A subset have 5G cellular radios as well. Very few are
5G-only. This situation is unlikely to change much, especially with a
5-10 year view.
Yet Wi-Fi faces a significant limit to its performance,
if it just has access to traditional 2.4GHz and 5GHz bands. Not only
are these limited in frequency range, but they also have a wide variety
of legacy devices, using multiple technologies, that must coexist with
any new systems.
While mesh systems have helped extend the reach to all rooms in a
home, and Wi-Fi 6 brings new techniques to improve performance and
device density in consumer and enterprise settings, much more will be
required in future.
Now, Wi-Fi 6E and 7 generations are able to use the 6GHz band.
This adds up to 1.2GHz of extra spectrum, with almost no sources of
interference indoors, and almost no risk of indoor use creating extra
interference to incumbent outdoor users, especially at lower power levels.
6GHz Wi-Fi would be able to address all the future requirements
discussed in the previous section, as well as reducing system latency,
improving indoor mobility and providing greater guarantees of QoS /
reliability.
6GHz 5G is unsuitable for indoor use, and of limited use outdoors
By contrast, 6GHz is a poor fit for indoor 5G.
Most buildings will be unable to use outdoor-to-indoor propagation
reliably, given huge propagation challenges through walls. This would be
hugely wasteful of both energy and spectrum resource anyway. This
situation will worsen in future as well, with greater use of insulated
construction materials and glass.
That leaves dedicated indoor systems such as small cells or
distributed antenna or radio systems. Current DAS systems cannot support
6GHz radios – most struggle even with 3.5GHz. It may be possible to
upgrade some of the more advanced systems with new radio heads, but few
building owners would be willing to pay, and almost no MNOs would. In
any case, only a fraction of buildings have indoor cellular systems, especially beyond the top tier of shopping malls, airports and other large venues.
The industry lacks the human and financial resources to implement new 6GHz-capble indoor systems in more than a tiny proportion of the millions of buildings worldwide, especially residential homes and small businesses.
Enabling public 5G services to work reliably indoors with 6GHz is therefore a decade-long project, at least. It would likely be the mid-2030s before 5G (or 6G) devices could routinely use 6GHz inside buildings.
Lobbyist estimations of the notional GDP uplift from IMT use of the
band ignore both the timing and the practical challenges for indoor
applications. A very heavy discount % should be applied to any such
calculations, even if the baseline assumptions are seen as credible.
Private 5G systems in factories or warehouses could
theoretically use 6GHz licensed cellular, but most developed countries
now have alternative bands being made available on a localised basis,
such as CBRS, 3.8-4.2GHz or 4.9GHz. Many countries also have (unused)
mmWave options for indoor private 5G networks. In theory, 5G systems
could also use an unlicensed 6GHz band for private networks, although
previous unlicensed 4G variants in 5GHz never gained much market
traction.
It is worth noting that there are also very few obvious use-cases for outdoor, exclusive-licensed 6GHz for 5G
either, beyond a generic increment in capacity, which could also be
provided by network densification or other alternative bands. Most
markets still have significant headroom in midband 3-5GHz spectrum for
5G, especially if small cells are deployed. The most-dense environments
in urban areas could also exploit the large amount of mmWave spectrum
made available for cellular use, typically in the 24-28GHz range, which
is already in some handsets and is still mostly unused.
Conclusions
Regulators and policymakers need to specifically analyse the use and supply/demand for indoor wireless,
and consider the best spectrum and technology options for such
applications and devices. Analysis will show that in-building wireless
accounts for the vast bulk of economic and social benefits from
connectivity.
This is best delivered by using Wi-Fi, which is
already supported by almost all relevant device types. With the
addition of 6GHz, it can address the future expected growth delivered by
FTTX broadband, as well as video, cloud and AR/VR applications.
The ultra-demanding uses that specifically require cellular indoors can use existing bands
with enhanced small cells and distributed radios, neutral-host
networks, or private 5G networks in the 3-5GHz range. There is also the
ample mmWave allocations for 5G.
A final fundamental element here is timing. 6 GHz Wi-Fi chipsets and user devices are already shipping
in their 100s of millions. Access points are widely available today and
becoming more sophisticated with Wi-Fi 7 and future 8+ versions. By
contrast, 5G/6G use of the band for indoor use is unlikely until well into the next decade, if at all.
Indoor wireless is critically important, growing, and needs Wi-Fi.
This blog combines two separate, linked LinkedIn articles published in June 2023 on consecutive days. The original posts and comment threads are here and here.
Measuring #mobile data traffic is important for operators, vendors, and policymakers.
As I've said before, we should use *good* #metrics to measure the #telecoms industry, rather than just *easy* metrics. This post is an example of what I mean.
Yesterday, Ericsson
released its latest Mobility Report. It's always an interesting trove
of statistics on mobile subscribers, networks and usage, with extra
topical articles, sometimes written by customers or guests.
While
obviously it's very oriented to cellular technologies and has an
optimistic pro-3GPP stance, it has a long pedigree and a lot of work
goes into it. It's partly informed by private stats from Ericsson's
real-world, in-service networks run by MNO customers.
This edition includes extra detail, such as breaking out fixed-wireless access & separating video traffic into VoD #streaming (eg Netflix) vs. social media like TikTok and YouTube.
It
had plenty of golden "information nuggets". For instance, traffic
density can be 500-1000x higher in dense urban locations than sparse
rural areas. I'll come back to that another time.
Global mobile
data grew 36% from Q1'22 to Q1'23. The full model online predicts 31%
growth in CY2023, falling to just 15% in 2028, despite adding in AR/VR
applications towards the end of the decade. That's a fairly rapid
s-curve flattening.
For Europe, MBB data growth is predicted at
29% in 2023, falling to only 12% in 2028. That's a *really* important
one for all sorts of reasons, and is considerably lower than many other
forecasts.
But what really caught my eye was this "#FWA
data traffic represented 21% of global mobile data traffic at the end
of 2022". Further, it is projected to grow much faster than mobile
broadband (MBB) and account for *30%* of total traffic in 2028, mostly #5G. When the famous "5G triangle" of use-cases was developed by ITU, it didn't even mention FWA.
However,
the report didn't break out this split by region. So I decided to
estimate it myself based on the regional split of FWA subscribers, which
was shown in a graphic. I also extended the forecasts out to 2030.
I
then added an additional segmentation of my own - an indoor vs outdoor
split of MBB data. I've pegged this at 75% indoors, aligning with
previous comments from Ericsson and others. Some indoor MBB is served by
dedicated in-building wireless systems, and some is outdoor-to-indoor
from macro RAN or outdoor small cells.
The result is
fascinating. By the 2030, it is possible that over 40% of European 5G
data traffic will be from FWA. Just 14% of cellular data will be for
outdoor mobile broadband. So what's generating the alleged 5G GDP
uplift?
That has massive implications for spectrum policy (eg on #6GHz) and proposed #fairshare traffic fees. It also highlights the broad lack of attention paid to indoor cellular and FWA.
Note:
This is a quick, rough estimate, but it's the type of data we need for
better decisionmaking. I hope to catalyse others to do similar analysis.
A separate second post then looked at the policy aspects of this:
Yesterday's post on mobile data traffic -
and contribution from 5G FWA and indoor use - seems to have struck a
chord. Some online and offline comments have asked about the policy
implications.
There are several conclusions for regulators and telecoms/infrastructure ministries:
-
Collect more granular data, or make reasoned estimates, of breakdowns
of data traffic in your country & trends over time. As well as #FWA vs #MBB & indoor vs outdoor, there should be a split between rural / urban / dense & ideally between macro #RAN vs outdoor #smallcell vs dedicated indoor system. Break out rail / road transport usage. - Develop a specific policy (or at least gather data and policy drivers) for FWA & indoor #wireless. That feeds through to many areas including spectrum, competition, consumer protection, #wholesale, rights-of-way / access, #cybersecurity, inclusion, industrial policy, R&D, testbeds and trials etc. Don't treat #mobile as mostly about outdoor or in-vehicle connectivity. - View demand forecasts of mobile #datatraffic
and implied costs for MNO investment / capacity-upgrade through the
lens of detailed stats, not headline aggregates. FWA is "discretionary";
operators know it creates 10-20x more traffic per user. In areas with
poor fixed #broadband
(typically rural) that's potentially good news - but those areas may
have spare mobile capacity rather than needing upgrades. Remember
4G-to-5G upgrade CAPEX is needed irrespective of traffic levels. FWA in
urban areas likely competes with fibre and is a commercial choice, so
complaints about traffic growth are self-serving. - Indoor & FWA wireless can be more "tech neutral" & "business model neutral" than outdoor mobile access. #WiFi, #satellite and other technologies play more important roles - and may be lower-energy too. Shared / #neutralhost infrastructure is very relevant. - Think through the impact of detailed data on #spectrum requirements and bands. In particular, the FWA/MBB & indoor splits are yet more evidence that the need for #6GHz for #5G
has been hugely overstated. In particular, because FWA is
"deterministic" (ie it doesn't move around or cluster in crowds) it's
much more tolerant of using different bands - or unlicensed spectrum.
Meanwhile indoor MBB can be delivered with low-band macro 5G, dedicated
in-building systems (perhaps mmWave), or offloaded to WiFi. Using
midband 5G and MIMO to "blast through walls" is not ideal use of either
spectrum or energy. - View 5G traffic data/forecasts used in so-called #fairshare or #costrecovery
debates with skepticism. Check if discretionary FWA is inflating the
figures. Question any GDP impact claims. Consider how much RAN
investment is actually serving indoor users, maybe inefficiently. And be
aware that home FWA traffic skews towards TVs and VoD #streaming (Netflix, Prime etc) rather than smartphone- or upload-centric social #video like TikTok & FB/IG.
Telecoms regulation needs good input data, not convenient or dramatic headline stats.
This post originally appeared on May 24 on my LinkedIn feed, which is now my main platform for both short posts and longer-form articles. It can be found here, along with the comment stream. Please follow / connect to me on LinkedIn, to receive regular updates (about 1-3 / week)
There have been recent headlines about the possible ending of on-train passenger #WiFi services in the UK. It is deeply controversial.
Apparently the Department for Transport (DfT), United Kingdom
has insisted rail WiFi must be "justified financially". It's unclear if
that means by extra ticket sales, higher customer satisfaction, or the
use of WiFi for #train operational functions like cameras and wireless payment terminals.
I
hope it's not referring to so-called "monetisation" by customers paying
for WiFi, or being served adverts. On trains, WiFi is a basic amenity,
like toilets or power sockets.
That said, train WiFi in the UK is
often problematic. It uses clunky captive portals, and often old access
points & slow/patchy 4G backhaul. It often fails to work well, or
at all. It sometimes blocks video or VPNs. By contrast, in-station WiFi
is run separately - and often much better.
Public cellular
coverage on the rail network is also poor. Many rail lines run through
cuttings and tunnels with limited room for trackside infrastructure
& poor lines-of-sight to cell towers. The recent Department for Science, Innovation and Technology Wireless Infrastructure Strategy highlighted poor #railway#wireless coverage & pushed for regular monitoring and access to trackside fibre.
- Recognise both cellular & WiFi are essential for passengers, especially on long-distance trains where laptops are common - Understand that cellular - especially #5G - has problems with signals reaching inside train carriages -
Don't underestimate forecasts for future data use. Add in uplink as
well as downlink, and think about latency. Trains may need 1-5 Gbps in
the medium term, via a mix of cellular & WiFi. - Ensure on-train
WiFi is easy to use & easily-upgraded. No captive portals, no
“monetisation” with ads/data capture & a clear roadmap for regular
upgrades. No blocking of any apps, especially VPNs and video. Apply Net
Neutrality rules. - Federation or roaming between on-train &
station WiFi systems, extending to smart cities & metro
bus/train/tram WiFi over time - Easier access for MNOs / #neutralhosts to build trackside or near-track infrastructure & use gantries & fibre assets - Decouple passenger connectivity needs from future critical #FRMCS deployment. They have different timing/cadence & investment cases - Look at trackside 5G neutral host networks delivered with “excess” spectrum from any future 4-3 merger of MNOs -
Insist on-train gateways are modular & can use a dynamic mix of
public 5G, trackside wireless & eventually satellite in remote
areas. Ensure they are easily upgradeable without trains being taken out
of service - Upgrade on-train signal repeaters & look at window-etching for better outdoor-to-indoor performance
Note: I wrote this on WiFi on a train back to London from this week’s Wi-Fi NOW conference.
This post originally appeared on June 5 on my LinkedIn feed, which is now my main platform for both short posts and longer-form articles. It can be found here, along with the comment stream. Please follow / connect to me on LinkedIn, to receive regular updates (about 1-3 / week)
When I saw that Arthur D. Little had published a report on “The evolution of data growth in Europe”, on behalf of ETNO Association & GSMA, I rolled my eyes.
Both
organisations have previously published terrible studies by
consultants, riddled with flawed assumptions and dodgy multiplier
"fiddle factors". I’ve loudly criticised Axon and Coleago reports
related to the (un)#fairshare and #6GHz#spectrum debates respectively.
So I started the ADL report with trepidation, not helped by a strange typo / editing error in the first paragraph.
But
actually, the report is pretty good, and I broadly agree with both
methodology and conclusions, albeit with one major caveat.
It
estimates usage of home and mobile broadband on the basis of
hours-per-day of active use of heavy applications such as video
streaming, gaming and possible metaverse-type experiences.
I’ve
used GB-per-hour myself, to model passenger data-traffic demand on
trains. It makes more sense than the usual Gbps, as most applications
are “bursty”. It also fits the typical heuristics of human behaviour.
How many seconds a day do you spend on social media?
The
central prediction of 20% growth in fixed traffic and 25% for mobile
usage seems reasonable. I could argue for 25/20 rather than 20/25, but
it's fine as a rough estimate.
Importantly these rates for the next few years are well within the bounds of both fixed broadband (moving to #FTTP) and mobile (on #5G)
without incremental investments in extra capacity, beyond the main
"generational" shift & CAPEX. And that is driven by government
policy and competition, not traffic load and congestion. The report
convincingly shows that nobody really needs/values more than 100Mbps for
current apps, so #gigabit networks have plenty of headroom.
My main criticism is there is no analysis of mobile device traffic carried over fixed networks and #WiFi. Smartphones used at home for video, gaming or social media will be c80% on Wi-Fi, and indoor usage is c80% of the total.
The
report also talks about AI pre-emptively downloading content for
“infinite scrolling”, but doesn't suggest it could be smart enough to do
so mostly over cheap / low-energy fixed connections. (IMO, by 2030,
governments may *mandate* cellular offload via neutral-host or Wi-Fi for
indoor use).
I agree with the report's assertions that VR is in an indoor/fixed application, that most #IoT traffic is a rounding-error and that #Web3 is probably irrelevant. The #metaverse scenarios seem mostly plausible.
One
area I think ADL underestimates is fixed broadband for video streaming.
While Netflix and YouTube are “active” viewing, historically, many
people just leave broadcast TV switched on, even if nobody is in the
room except the cat.
If TV really goes online-only, then that becomes a genuine “waste” of capacity, unless you can advertise to pets.
Overall - really quite good analysis, which (ironically, given the sponsors) fatally undermines the #InternetTrafficTax rhetoric.
This post originally appeared on June 7 on my LinkedIn feed, which is now my main platform for both short posts and longer-form articles. It can be found here, along with the comment stream. Please follow / connect to me on LinkedIn, to receive regular updates (about 1-3 / week)
I'm in Brussels this week at the Forum Europe European Spectrum Management Conference.
There's a lot to discuss, especially around #6GHz and 3.8-4.2GHz and the role of unlicensed and local/shared bands, as well as the upcoming World Radio Conference WRC-23.
I'll
have more to say, but here I just want to highlight one particular
theme that has been evident over the last couple of days: the tone of
the satellite sector, which is here in force, especially with GSOA and Intelsat.
In the past at these #spectrum events, the #satellite industry has turned up with a familiar script:
"Hi,
we're from the satellite industry. Please don't take our spectrum. We
help with defence, aviation & connecting the unconnected. Please
don't take our spectrum. We work tightly with the mobile industry, doing
backhaul & IoT and timing sync. They're our friends & vice
versa. Oh, and did we mention our spectrum? Please don't take any more
of it"
But this time, it's different. The message is now closer to:
"We're
doing all ths cool new stuff, including for wireless broadband, direct
to device and defence. So actually, we want to keep all our spectrum.
And maybe give back the old #mmWave
spectrum you took years ago, that the mobile industry hasn't even used.
Seriously, you want *more* spectrum to be taken from us and
pre-allocated to 6G now? Are you having a laugh?"
There was a
whole panel on direct-to-device, and satellite has fought its corner on
the upper 6GHz (it can coexist with low/medium power WiFi, but not high
power 5G) and fixed satellite links in 4GHz band. The future-looking 6G
panel started a fierce debate on 7-24GHz, which covers various of the
satellite incumbent bands.
There's been a few references to South
Korea's regulator reclaiming unused 28GHz licenses from MNOs that
haven't used the band. And there's a broad opinion that mobile/IMT is
not a friendly partner for spectrum-sharing, at least for national MNO
macro networks at full power. (Local private networks are OK-ish, it
seems).
"An IMT identification is an eviction notice - the incumbents must leave".
"It's
disingenuous to discuss coexistence studies - we've been here before
and know how it ends. It's not our first rodeo with the mobile industry"
Now clearly this year, in the last few months before WRC23, is when arguments get more vigorous. But some of the stuff at the #EUspectrum
event has been seriously punchy - Intelsat asked whether Europe should
be focused on primacy in an amorphous "race to 6G" or a more
geopolitically-crucial "space race".
My view is that the #5G
industry is seeing some chickens coming home to roost at the moment. It
overpromised Release 18 features with Release 15 timelines, got mmWave
spectrum years before it could be exploited, and have left politicians
and regulators with egg on their faces.
Meanwhile, the satellite
sector is positioning itself as super-cool and important. It has a
swagger that is being noticed by policymakers, and for good reason.
This post originally appeared on June 9 on my LinkedIn feed, which is now my main platform for both short posts and longer-form articles. It can be found here, along with the comment stream. Please follow / connect to me on LinkedIn, to receive regular updates (about 1-3 / week)
A month ago, the UK and much of the world watched King Charles' #Coronation in London.
They were able to watch it partly because of the immense efforts of the various #broadcasters involved. Since then, two separate stories have emerged about the role of dedicated #5G connectivity in the TV coverage:
1) A dedicated private 5G network supplied by Neutral Wireless and BBC R&D, used by several broadcasters 2) A slice of the Vodafone public 5G network, enabled for ITN, based on Ericsson gear
In
the comments I've linked to various articles and a great interview on
Ericsson's Voice of 5G podcast show. They have details of the other
partners involved too. In the BBC blog post they also mention a 3rd
network on a separate cell, working alongside Sony, for low-latency (I think) remote-controlled cameras.
The #Private
5G network used 8 radios along The Mall (the tree-lined road between
Buckingham Palace to Trafalgar Sq). It used 2x 40MHz channels in the
UK's shared-licence band between 3.8-4.2GHz, with 1Gbps capacity (mostly
for uplink). It was used by around 60 devices - I guess mostly cameras
and test equipment via gateways, plus the BBC's onsite radio studio.
They also used LiveU bonding systems to add capacity from public MNO networks. I'm not sure about the vendors of the radios or standalone core.
The 5G SA #networkslicing
solution was apparently used for a single sector at a 3.5GHz temporary
base station aimed at the Palace balcony. It also worked with LiveU. On
the podcast, Andrea DonÃ
(VF's head of network in the UK) talks about "dedicating bandwidth to
one sector for the slice" and carving out some of the uplink capacity.
One
thing that is unclear to me is how many other users were sharing the VF
standalone 5G network hosting the slice - SA hasn't been fully launched
commercially in the UK, although in January VF said it had invited
selected users to trial it. I also don't know whether the 5G NSA and SA
networks were sharing the radio resource, or if they use separate
channels.
The public 4G / 5G networks (and also Wi-Fi bands) in
the area were pretty overloaded, despite additional mobile towers adding
capacity. The Vodafone / Ericsson podcast notes that VF uses "all the
bands" at major events (although there's no #mmWave 5G in the UK yet) - so including 4G at 2.1GHz and 2.6GHz, and some lower bands for 2G/3G.
My take from this is that #private5G is considerably more mature than #5Gslicing,
but that both are interesting for broadcasters. Both need quite a lot
of specialist engineering, but TV is a sector with lots of very clever
specialists and great ability to set up temporary networks. Of course,
both networks were *outdoors* which meant that the thick stonework of
the palace and Westminster Abbey weren't relevant.
One last note - the huge bulk of broadcast audiovisual output at the coronation would have used dedicated #PMSE wireless for cameras and microphones. But the #UHF spectrum debate is for another post.
This post originally appeared on June 12 on my LinkedIn feed, which is now my main platform for both short posts and longer-form articles. It can be found here, along with the comment stream. Please follow / connect to me on LinkedIn, to receive regular updates (about 1-3 / week)
CAPEX numbers are important in #telecoms.
But they're also often collected and analysed in a haphazard fashion,
or sometimes twisted and misinterpreted. There are examples that wrongly
imply casual links or are carefully selected to drive specific policy
choices.
- Telco execs watch CAPEX stats as they're important
elements of cashflow & also signify key strategies and technology
transitions - Vendors watch #CAPEX stats to understand demand for new products - Investors watch CAPEX as inputs to their valuation models, and as a barometer for company/industry health and prospects -
Policymakers watch CAPEX as it gets captured in "investment"
statistics, and as an indicator for potential regulatory changes (or as a
metric of success of previous policies)
Various ratios are commonplace, for both companies and the industry: - CAPEX vs. revenues - CAPEX vs. EBITDA - CAPEX of telecoms vs. tech/hyperscalers - CAPEX vs. R&D spending - Fixed vs. Mobile CAPEX ... and so on
The
problem is that "telco CAPEX" is also a very vague and malleable
concept. Digging into it reveals many more questions - and problems with
the methodologies and conclusions drawn, especially where headline
numbers are concerned.
Some of the questions I'm currently looking at include:
-
What counts as a "telco"? Are you including towercos, subsea fibre
operators, municipalities building networks, MVNOs and many others? - Are historic CAPEX numbers restated when telcos sell or acquire other businesses, especially tower spin-outs? - Is it meaningful to compare CAPEX for 10 / 30 / 50 year assets such as #FTTP, which will generate decades of new revenue, with last year's figures? - How do you separate CAPEX for basic coverage vs. incremental capacity vs. "generational" upgrades to fibre or #5G? A lot of CAPEX occurs even if usage is low - How do you deal with leasing or other financing models? If CAPEX shifts to OPEX, how is it captured in the stats? -
What happens with "cloudified" networks? Firstly they rely on shared
(often 3rd-party) assets, and secondly they are *supposed* to lower
costs / investments. But will the lower CAPEX be viewed as a sign of
distress, not modernisation? - Is non-network CAPEX broken out (eg retail sites, central offices, datacentres etc)? - Is "adjacent capex" included and if so, how?, eg in-building #wireless, #spectrum licenses, software development
I hear many commentators and lobbyists claim "#NetNeutrality
led to lower CAPEX!" or "Streaming traffic leads to higher CAPEX!" or
"There's an investment gap!". Without detailed data - and an analysis of
causality - you have to question the veracity & meaningfulness of
such rhetoric.
In summary - CAPEX is indeed important. But in fact it's so important, that headline numbers are often useless or misleading.
Ask for details on segmentation, methodology and definitions - if they aren't available, treat the numbers with deep skepticism.
This post originally appeared on Apr 17 on my LinkedIn feed, which is now my main platform for both short posts and longer-form articles. It can be found here, along with the comment stream. Please follow / subscribe to receive regular updates (about 1-3 / week)
I'm at the #ConnectedNorth
event in Manchester today and tomorrow. There's a lot about gigabit
fibre rollouts and uptake, as well as a big emphasis on connected
communities and cities - but this post is about mobile densification and
small cells.
A key theme here is the fast-evolving model for #neutralhost
mobile for small cells and network capacity in-fill in cities. An NH is
a 3rd party wholesale provider which enables multiple tenant 4G/5G
mobile providers - generally MNOs, but also potentially including
private networks as well.
A few years ago when I was running NH workshops with Peter Curnow-Ford we identified this area of metro infill as one with potential, but limited actual deployments.
There
are numerous challenges - MNOs ideally don't want separate deals with
each city authority, while cities don't want multiple MNOs independently
requesting 100s of sites with associated street clutter, road closures
and soon. Authorities also want to both make money from access to assets
such as lampposts, and to improve connectivity for citizens and
businesses as fast as possible.
One option floated was for
authorities to build out their own private 4G/5G networks, then allow
MNOs to roam onto them, or use some sort of MOCN network-sharing
arrangement. But MNOs each have different coverage / capacity holes,
different spectrum bands, different customer groups - and also worry
about security, ability to manage radio units, do carrier aggregation
and so on. The idea of a single cell network in its own spectrum, with
multiple MNO tenants is appealing, but sometimes unworkable. (It might
work OK in villages or indoors, though).
What's happening is that
another model is evolving. Local authorities like city councils are
contracting with several infrastrucure specialists - companies like Cellnex UK , Freshwave, Ontix, BAI Communications and Shared Access
to run (essentially) small-cell as a service offers. These act as
intermediaries, allowing local authorities to create standard contracts,
and for MNOs to have standardised processes for getting access at each
site.
It reduces the frictions and costs of the paperwork - and
also allows for infrastructure-sharing to evolve over time where it
makes sense. Coupled with vRAN or open RAN it can put some of the
electronics into central facilities, reducing street-side box numbers.
And it means MNOs can get coverage in their preferred locations, with
backhaul/fronthaul and power supplies simplified.
The
competitive infraco/towerco angle, rather than exclusive area
concessions, allows MNOs to choose the provider that is the best fit -
and without needing different processes in each city.
It's not
quite what I expected NH models to look like - and they may differ in
the US or across Europe - but it seems to make good sense here in the
UK.
This post originally appeared on my LinkedIn feed, which is now my main platform for both short posts and longer-form articles. It can be found here, along with the comment stream. Please follow / subscribe to receive regular updates (about 1-3 / week)
I'm giving a lot of thought to #6G
design goals, priorities & technology / policy choices. Important
decisions are coming up. I'll be exploring them in coming weeks and
months. Two important ones I see:
The
first one is self-evident. The vast bulk of mobile use - and an
even-larger % of total wireless use - is indoors. It's inside homes,
offices schools, factories, warehouses, public spaces like malls and
stadia - as well as inside vehicles like trains. Even outdoors, a large %
of usage is on private sites like industrial complexes or hospital
campuses.
Roughly 80% of mobile use is indoors - more if you
include wireless streaming to smart TVs and laptops/tablets. By the
2030s 6G era, there will be more indoor wireless use for #industrialautomation, #gaming, education, healthcare, #robotics and #AR / #VR / #metaverse and so on.
This
implies that economic, social, welfare and cultural upsides will be
indoor-primary. 80%+ of any GDP uplift will be indoor-generated. This
suggests 6G tech design & standards - and associated business models
and regulation - should be indoor-oriented too.
The IEEE / #WiFi
idea follows on from this. The default indoor wireless tech today is
Wi-Fi. There is a lot of indoor cellular use, but currently 5G is
supported poorly - and certainly not everywhere.
While 5G and future 6G indoor #smallcells, #neutralhost
and repeaters / DAS are evolving fast, *nobody* expects true ubiquity.
Indoor cellular will remain patchy, especially multi-operator. And many
devices (eg TVs) don't have cellular radios anyway.
This means that WiFi - likely future #WiFi8 and #WiFi9
- will remain central to in-building connectivity in the 6G era, no
matter how good the tech for reconfigurable surfaces or other cellular
innovations become.
IEEE decided not to pitch WiFi6 formally for
5G / IMT2020, but instead just show it surpassed all the metrics. But
"we could have done it if we wanted" isn't good enough. There are no
government-funded "WiFi Testbed Programs" or "WiFi Innovation Centres of
Excellence" because of this lower visibility.
Governments are
ITU members and listen to it. If policymakers want the benefits of full
connectivity, they need to support it with spectrum, targets and
funding, across *all* indoor options.
And if the WiFi industry
wants full / easy access to new resources, it needs to be an official 6G
/ IMT2030 technology. It needs access to IMT licensed spectrum,
especially for local licenses with AFC.
This idea will be very
unpopular among both cellular industry (3GPP pretends it is the "keeper
of the G's") and the WiFi sector, which sees it as a lot of extra work
& politics.
But I think it's essential for IMT2030 to
embrace network diversity, plus ownership- & business-model
diversity as central elements of 6G.
Two very important trends are occurring in tech I'm following at the moment, so I thought it might be fun to combine them:
The emergence of #GenerativeAI, for answering questions, generating images and sounds, and potentially a whole lot more. OpenAI#ChatGPT
is the current best-known, but there are dozens of others using
language models, transformers & other techniques. Some people are
suggesting it will redefine web search - and potentially an awful lot
more than that. Some even see it as a pivotal shift in technology,
society and "skilled" employment.
The re-emergence of discussions around #NetNeutrality and associated regulation relating to technology platforms, telcos and networks, like the ridiculous (un)#fairshare & #InternetTrafficTax concept being pitched in Europe by lobbyists. In the UK, Ofcom
recently concluded a consultation on whether changes to NN rules should
be made (I sent in a reply myself - I'll discuss it another time).
So, I asked ChatGPT what it thought about NN, over a series of
questions. I specifically focused on whether it helps or hinders
innovation.
The transcript is below, but some thoughts from me first:
The text is good. Almost alarmingly good. I found myself
saying "good point" a few times. This is probably because it gives
reasons in fairly long lists, not just "3 bulletpoints for a slide".
It seems pretty even-handed, with "proponents say this, others say that"
You
can sense that its training base tends to give it "common" responses
and frequently-cited arguments. That doesn't mean they're wrong, but it
can lack nuance, or repeat some common *fallacies* as well.
The long-list approach and comments is quite good at highlighting the need for multiple approaches
& reconciling them. A single statistical approach isn't enough -
there are also qualitative questions to ask, surveys to undertake and
multiple angles to absorb. ChatGPT understands the issue is complex,
even if it cannot resolve the complexity itself. Simple answers are
wrong.
I was particularly impressed with the response to my question on cross-border effects, and to separating NN vs. funding effects.
It
struggled with the last question, about Internet and non-Internet
innovation. EDIT: I just realised that it ignored my typo, and
understood that I meant "directly" when I wrote "direct" in my question
I'd
be very worried if I did bog-standard "content generation" for
clickbait blogs, "bucketshop" market research, or corporate social
posts. This is all perfectly-usable general blurb if you need slabs of
text nobody is going to really delve into too deeply.
All that said, I don't think this is (yet) a gamechanger in terms of
analysis and argument. It's good for collating a lot of "food for
thought", but as others have pointed out, it can also be "confidently
wrong", sometimes in amusing ways.
In a separate chat, I asked it for a contrarian's view of #5G use-cases. While it was right on some things ("Some argue that the vast majority of #IoT devices do not require the high speed and low latency that 5G provides and that the hype around IoT is overblown.") others were less convincing: ("Some
argue that 5G may not provide the low latency and high reliability that
is being promised, and that there are other technologies, such as wired
connections, that are better suited for applications such as autonomous
vehicles"). If there's one thing less relevant to self-driving cars than 5G, it's fixed broadband!
Anyway - enjoy the debate treanscribed in full, below.
(Note: the image for this article came from Stable
Diffusion, when I asked for a picture showing "An advanced AI debating
Net Neutrality")
Me: Does net neutrality help innovation?
ChatGPT: Net neutrality has been a topic of much
debate, with proponents arguing that it promotes innovation and others
arguing that it stifles it.
Proponents of net neutrality argue that it helps to level the
playing field for new entrants and small businesses by preventing
Internet Service Providers (ISPs) from discriminating against certain
types of traffic or services. This, in turn, encourages innovation, as
entrepreneurs and startups are free to bring new products and services
to market without fear of being blocked or slowed down by ISPs.
On the other hand, opponents of net neutrality argue that it creates
a regulatory burden that stifles innovation and investment in the
broadband industry. They argue that without the ability to prioritize
different types of traffic, ISPs will be unable to effectively manage
their networks and may be forced to limit investment in new
infrastructure and technologies.
Ultimately, the impact of net neutrality on innovation is a complex
and highly debated issue, and there is no clear consensus on whether it
helps or hurts innovation. However, proponents of net neutrality
generally believe that it promotes a free and open internet that
supports innovation and competition, while opponents believe that it
imposes unnecessary regulation that stifles growth and investment.
Me: What research is necessary to reach a better conclusion?
ChatGPT: To reach a more definitive conclusion on
the impact of net neutrality on innovation, several types of research
would be necessary, including:
Economic studies: Economic studies could analyze the impact
of net neutrality regulations on investment and innovation in the
broadband industry, as well as the impact on consumer prices and access
to broadband services.
Case studies: Case studies of countries
or regions with and without net neutrality regulations could provide
valuable insights into the real-world effects of these regulations on
innovation and investment in the broadband industry.
Surveys and
interviews: Surveys and interviews with entrepreneurs, startups, and
industry experts could provide insights into the impact of net
neutrality on the ability of new entrants to bring new products and
services to market.
Technical studies: Technical studies could
examine the impact of net neutrality regulations on network management
and traffic prioritization, and assess the potential impact on network
performance, reliability, and security.
Long-term data analysis:
Long-term data analysis could track changes in investment, innovation,
and consumer prices over time in regions with and without net neutrality
regulations, providing valuable insights into the long-term impact of
these regulations.
Overall, a comprehensive and multi-disciplinary approach to
research, combining economic, case study, survey, technical, and data
analysis methods, would be necessary to reach a more definitive
conclusion on the impact of net neutrality on innovation.
Me: How would you measure innovation in this context?
ChatGPT: Measuring the impact of net neutrality on
innovation is a complex task, as innovation can take many forms and can
be difficult to quantify. However, several metrics could be used to
measure innovation in this context, including:
Investment in research and development (R&D): This could
be measured by tracking the amount of investment in R&D by
broadband companies and startups, as well as the number of patents filed
in relevant areas.
New product and service launches: This could
be measured by tracking the number of new products and services
introduced by broadband companies and startups, as well as the market
adoption and success of these offerings.
Entrepreneurial
activity: This could be measured by tracking the number of new startups
founded in the broadband industry, as well as the success of these
startups in attracting investment and bringing new products and services
to market.
Consumer benefits: This could be measured by
tracking changes in consumer prices, access to broadband services, and
the availability of new and innovative online services and applications.
Network
performance and reliability: This could be measured by tracking changes
in network speed, latency, and uptime, as well as the ability of
networks to handle new and innovative applications and services.
While these metrics are not exhaustive, they provide a good starting
point for measuring the impact of net neutrality on innovation in the
broadband industry. By tracking changes in these metrics over time in
regions with and without net neutrality regulations, researchers could
gain valuable insights into the impact of these regulations on
innovation.
Me: A lot of those metrics are international. More regions
with net neutrality might increase innovation globally, not locally. How
do you account for that?
ChatGPT: You are correct, some of the metrics
mentioned could be influenced by factors beyond the borders of a single
region. To account for this, it would be important to consider both the
local and global impact of net neutrality on innovation.
For example, to measure the local impact of net neutrality,
researchers could compare the metrics mentioned in regions with and
without net neutrality regulations, taking into account factors such as
the local economy, cultural and regulatory environment, and the state of
the broadband industry in each region. This would provide valuable
insights into the specific impact of net neutrality on innovation within
those regions.
To measure the global impact of net neutrality, researchers could
compare these metrics on a global scale, taking into account factors
such as the state of the global economy, the state of the broadband
industry globally, and the regulatory environment in different regions.
This would provide a broader perspective on the impact of net neutrality
on innovation globally, and could help to identify any trends or
patterns that may not be apparent from a regional analysis alone.
Overall, it is important to consider both the local and global
impact of net neutrality on innovation to gain a complete and accurate
understanding of the impact of these regulations on the broadband
industry and innovation more broadly.
Me: How would we know if net neutrality had a larger effect on innovation than availability of financing for startups?
ChatGPT: Determining the relative impact of net
neutrality versus the availability of financing on innovation can be
challenging, as these factors are often interrelated and can have
complex and interconnected effects. However, several approaches could be
used to isolate the impact of each factor, including:
Comparative studies: Researchers could compare regions with
and without net neutrality regulations, but with similar levels of
financing available for startups. By controlling for the availability of
financing, researchers could isolate the impact of net neutrality on
innovation.
Historical analysis: Researchers could analyze data
from periods of time when net neutrality regulations were in place or
not in place, and compare this data with changes in the availability of
financing for startups. This would help to identify any correlations
between net neutrality and innovation, independent of changes in
financing.
Causal inference methods: Researchers could use
causal inference methods, such as regression analysis, to model the
relationship between net neutrality, financing, and innovation, while
controlling for other factors that could influence these relationships.
Survey
and interview-based research: Researchers could survey and interview
startups, entrepreneurs, and industry experts to gain insights into the
relative importance of net neutrality and financing for innovation. This
would provide valuable qualitative data to complement the quantitative
data obtained from other research methods.
Overall, a multi-disciplinary and multi-method approach,
incorporating comparative studies, historical analysis, causal inference
methods, and survey and interview-based research, would be necessary to
determine the relative impact of net neutrality and financing on
innovation in a robust and comprehensive manner.
Me: How do you distinguish innovations that direct relate to
Internet access, compared to those which involve non-Internet
applications and technologies?
ChatGPT: Distinguishing innovations that directly
relate to Internet access versus those that involve non-Internet
applications and technologies can be challenging, as many innovations
are influenced by both Internet access and non-Internet technologies.
However, several approaches could be used to differentiate these types
of innovations, including:
Technical classification: Innovations could be classified
based on their underlying technologies, with innovations that rely
primarily on Internet access being classified as Internet-related
innovations and innovations that rely primarily on non-Internet
technologies being classified as non-Internet-related innovations.
Market
classification: Innovations could be classified based on the markets
they serve, with innovations that serve primarily Internet-based
markets, such as online commerce or online communication, being
classified as Internet-related innovations and innovations that serve
primarily non-Internet-based markets, such as manufacturing or
agriculture, being classified as non-Internet-related innovations.
End-user
classification: Innovations could be classified based on their
end-users, with innovations that are primarily designed for use by
individuals accessing the Internet being classified as Internet-related
innovations and innovations that are primarily designed for use by
individuals not accessing the Internet being classified as
non-Internet-related innovations.
It is important to note that these classifications are not mutually
exclusive, and that many innovations may have elements of both
Internet-related and non-Internet-related technologies, markets, and
end-users. Nevertheless, using these classifications can provide
valuable insights into the extent to which innovations are influenced by
Internet access, and can help to distinguish Internet-related
innovations from non-Internet-related innovations.
- Collect more granular data, or make reasoned estimates, of breakdowns of data traffic in your country & trends over time. As well as #FWA vs #MBB & indoor vs outdoor, there should be a split between rural / urban / dense & ideally between macro #RAN vs outdoor #smallcell vs dedicated indoor system. Break out rail / road transport usage.
- Develop a specific policy (or at least gather data and policy drivers) for FWA & indoor #wireless. That feeds through to many areas including spectrum, competition, consumer protection, #wholesale, rights-of-way / access, #cybersecurity, inclusion, industrial policy, R&D, testbeds and trials etc. Don't treat #mobile as mostly about outdoor or in-vehicle connectivity.
- View demand forecasts of mobile #datatraffic and implied costs for MNO investment / capacity-upgrade through the lens of detailed stats, not headline aggregates. FWA is "discretionary"; operators know it creates 10-20x more traffic per user. In areas with poor fixed #broadband (typically rural) that's potentially good news - but those areas may have spare mobile capacity rather than needing upgrades. Remember 4G-to-5G upgrade CAPEX is needed irrespective of traffic levels. FWA in urban areas likely competes with fibre and is a commercial choice, so complaints about traffic growth are self-serving.
- Indoor & FWA wireless can be more "tech neutral" & "business model neutral" than outdoor mobile access. #WiFi, #satellite and other technologies play more important roles - and may be lower-energy too. Shared / #neutralhost infrastructure is very relevant.
- Think through the impact of detailed data on #spectrum requirements and bands. In particular, the FWA/MBB & indoor splits are yet more evidence that the need for #6GHz for #5G has been hugely overstated. In particular, because FWA is "deterministic" (ie it doesn't move around or cluster in crowds) it's much more tolerant of using different bands - or unlicensed spectrum. Meanwhile indoor MBB can be delivered with low-band macro 5G, dedicated in-building systems (perhaps mmWave), or offloaded to WiFi. Using midband 5G and MIMO to "blast through walls" is not ideal use of either spectrum or energy.
- View 5G traffic data/forecasts used in so-called #fairshare or #costrecovery debates with skepticism. Check if discretionary FWA is inflating the figures. Question any GDP impact claims. Consider how much RAN investment is actually serving indoor users, maybe inefficiently. And be aware that home FWA traffic skews towards TVs and VoD #streaming (Netflix, Prime etc) rather than smartphone- or upload-centric social #video like TikTok & FB/IG.
Telecoms regulation needs good input data, not convenient or dramatic headline stats.