Technology research · Physical AI · Deep Dive

Connectivity & Communications

Connectivity and communications is the category of networks, radios, timing systems, positioning services, RF components, and satellite links that let machines sense, coordinate, navigate, and be controlled across real environments. For Physical AI, it is the infrastructure that...

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Physical AI
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Connectivity, RF & Positioning · Edge Compute & Control Silicon
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Deep Dive

AI-assisted research and editing. This edition consolidates earlier analysis and retains its original source dates. Research methodology

Source key used in this note

  • Tier 1 — granted patent: US2292387A, Lamarr and Antheil, “Secret Communication System,” granted August 11, 1942. Citation: U.S. Patent No. 2,292,387; patents.google.com ; publication/grant date 1942-08-11; access date 2026-05-09.
  • Tier 1 — peer-reviewed journal paper: Claude E. Shannon, “A Mathematical Theory of Communication,” Bell System Technical Journal, Vol. 27, Issue 3, pp. 379–423, July 1948, DOI: 10.1002/j.1538-7305.1948.tb01338.x; doi.org ; publication/grant date 1948-07; access date 2026-05-09.
  • Tier 1 — regulator technical assessment: FCC Report and Order, FCC 20-51, “Unlicensed Use of the 6 GHz Band,” adopted April 23, 2020. Document ID: FCC 20-51; docs.fcc.gov ; publication/grant date 2020-04-23; access date 2026-05-09.
  • Tier 1 — regulator rules: 47 C.F.R. Part 15, Electronic Code of Federal Regulations. ecfr.gov ; current as accessed 2026-05-09; access date 2026-05-09.
  • Tier 1 — standards-body documents: IETF RFC 791, “Internet Protocol,” September 1981, rfc-editor.org ; publication date 1981-09; access date 2026-05-09. IETF RFC 8200, “Internet Protocol, Version 6 (IPv6) Specification,” July 2017, rfc-editor.org ; publication date 2017-07; access date 2026-05-09.
  • Tier 2 — company filings: SEC EDGAR search pages for public company 10-K filings; cited in the ticker and cross-reference sections. These are primary SEC records, but the specific risk-factor text is summarized and marked “needs primary source validation” where exact quote-level verification is not independently repeated here.

No SEO content farms, anonymous benchmark sites, or AI-generated summaries are used.


Technical foundation: capacity and spread spectrum

2.1 Shannon’s channel-capacity bound

The central technical claim for any connectivity system is that capacity is bounded by bandwidth and signal-to-noise ratio. The canonical statement is Shannon 1948, Tier 1 journal paper:

\[

C = B \log_2(1 + S/N)

\]

where:

  • \(C\) = channel capacity in bits per second;
  • \(B\) = bandwidth in hertz;
  • \(S/N\) = linear signal-to-noise power ratio.

Source: DOI 10.1002/j.1538-7305.1948.tb01338.x; doi.org ; publication date 1948-07; access date 2026-05-09.

This equation is not a vendor-specific performance claim. It is an upper bound for error-free communication over a noisy channel. It does not include forward-error-correction rate loss? Actually Shannon does account for capacity with arbitrarily low error, but real-world modulation and coding (MCS) operates below this bound because of practical constraints: finite code block lengths, guard intervals, pilot overhead, synchronization preamble overhead, automatic repeat requests, media-access contention, and regulatory power limits. Those practical constraints are source-bound to the FCC 20-51 power classes and are not derivable from Shannon alone.

2.2 Frequency-hopping spread-spectrum patent record

US2292387A is a granted patent, not an application. It is a frequency-hopping spread-spectrum system. The patent record demonstrates priority and claimed novelty for a communication system using synchronized frequency changes. It does not prove that a modern Wi-Fi 6E or 5G product would perform at any particular level.

Citation: U.S. Patent No. 2,292,387; patents.google.com ; grant date 1942-08-11; access date 2026-05-09.

This distinction matters for moat/feasibility analysis: a granted patent is evidence of recorded claims, not evidence of performance or commercial viability. In this note, patent use is limited to the historical IP record for spread spectrum, not to modern rate claims.

2.3 Protocol layer

Connectivity-and-communications networks aggregate these radio or physical-layer links into packet networks. The Internet Protocol, RFC 791, rfc-editor.org , publication date 1981-09, access date 2026-05-09, and its IPv6 successor, RFC 8200, rfc-editor.org , publication date 2017-07, access date 2026-05-09, define the network-layer forwarding model that carries traffic over radio access links. These are Tier 1 standards-body documents. They do not change the Shannon capacity of the physical medium; they add header and forwarding overhead on top of it.


Regulatory change: the 6 GHz unlicensed allocation

FCC 20-51 is the regulator technical assessment that opened 1,200 MHz of spectrum from 5.925 GHz to 7.125 GHz for unlicensed use in the US. Source: FCC 20-51, docs.fcc.gov , publication date 2020-04-23, access date 2026-05-09. This is a Tier 1 regulator document.

The order divided the band into four U-NII sub-bands:

  • U-NII-5: 5.925–6.425 GHz
  • U-NII-6: 6.425–6.525 GHz
  • U-NII-7: 6.525–6.875 GHz
  • U-NII-8: 6.875–7.125 GHz

Source: FCC 20-51, docs.fcc.gov , publication date 2020-04-23, access date 2026-05-09. These sub-band boundaries are also codified in the current 47 C.F.R. Part 15 rules; ecfr.gov ; access date 2026-05-09.

3.1 Power classes and incumbent protection

FCC 20-51 created three implementation classes for unlicensed operation:

  1. Low-power indoor (LPI): permitted across the full 1,200 MHz band; maximum EIRP 30 dBm; maximum power spectral density 5 dBm/MHz. Source: FCC 20-51, docs.fcc.gov , publication date 2020-04-23, access date 2026-05-09.
  2. Very low power (VLP): portable devices; maximum EIRP 14 dBm; maximum power spectral density -1 dBm/MHz. Source: FCC 20-51, same URL/ID/date.
  3. Standard power: requires automated frequency coordination (AFC) to protect licensed fixed microwave and Fixed-Satellite Service incumbents. Maximum EIRP 36 dBm; maximum power spectral density 23 dBm/MHz. Source: FCC 20-51, same URL/ID/date.

This is a regulatory structure, not a product performance guarantee. The power limits are important: they cap transmitted power and, together with path loss and noise, determine the practical SNR available for the Shannon capacity formula.

3.2 Why AFC matters

AFC is a database-plus-calculation system that authorizes standard-power devices to operate only on frequencies that do not interfere with incumbent point-to-point microwave links or FSS earth stations. Source: FCC 20-51, docs.fcc.gov , publication date 2020-04-23, access date 2026-05-09.

Under the order, standard-power devices operate under AFC in U-NII-5 and U-NII-7, while LPI and VLP devices do not need AFC. Source: FCC 20-51, same URL/ID/date.

This creates a policy contradiction worth noting: the allocation is “unlicensed,” but standard-power operation is not unconditional. It requires coordination through approved AFC systems. That means “free spectrum” is not free of all regulatory friction, and the range/power advantage of standard power depends on AFC database availability and incumbent protection.


Quantitative worked calculation: Shannon capacity for the 6 GHz band

This calculation estimates the ideal channel capacity for the full 1,200 MHz of 6 GHz unlicensed spectrum under an assumed signal-to-noise ratio. It does not estimate real Wi-Fi throughput.

Formula: \(C = B \log_2(1 + S/N)\)

Inputs:

  • \(B = 1,200 \times 10^6\) Hz = 1,200 MHz. Source: FCC 20-51, docs.fcc.gov , publication date 2020-04-23, access date 2026-05-09.
  • Assumed SNR = 30 dB.
  • Convert SNR from dB to linear: \(S/N = 10^{30/10} = 1,000\).

Calculation:

\[

C = 1,200,000,000 \times \log_2(1 + 1000)

\]

\[

\log_2(1001) = \frac{\ln(1001)}{\ln(2)} \approx 9.967

\]

\[

C \approx 1,200,000,000 \times 9.967 = 11,960,400,000 \text{ bps}

\]

\[

C \approx 11.96 \text{ Gbps}

\]

This is an ideal single-link bound for 1,200 MHz at 30 dB SNR. It is not a Wi-Fi throughput guarantee.

4.1 Sensitivity table

SNR (dB)Linear S/N\(\log_2(1+S/N)\)Capacity at 1,200 MHz
40 dB10,00013.28815.95 Gbps
30 dB1,0009.96711.96 Gbps
20 dB1006.6587.99 Gbps
10 dB103.4594.15 Gbps
0 dB11.0001.20 Gbps

All calculations use the Shannon formula from DOI 10.1002/j.1538-7305.1948.tb01338.x; doi.org ; publication date 1948-07; access date 2026-05-09. The 1,200 MHz bandwidth is from FCC 20-51, docs.fcc.gov , publication date 2020-04-23, access date 2026-05-09. SNR values are assumptions, not measured values.

4.2 Interpretation and limitation

The 11.96 Gbps number assumes the entire 1,200 MHz is available to one single link with an additive-white-Gaussian-noise channel, no adjacent-channel interference, no regulatory power limits affecting SNR, no guard intervals, no cyclic prefix, no pilot or preamble overhead, no MAC contention, and no multiple-input/multiple-output (MIMO) gains. Those factors are not included because they require primary source validation from real measurement reports or specific 802.11/3GPP conformance documents.

A practical contradiction follows: regulatory power limits in FCC 20-51 may produce SNR values much lower than 30 dB at typical ranges; conversely, MIMO and multi-user techniques may increase aggregate throughput beyond the single-link Shannon bound, but they do not violate information-theory limits per spatial stream. Therefore the 11.96 Gbps figure should be read as an upper-bound benchmark, not as an expected user speed.


Parameter table

ParameterValueSource (URL + ID + date)TierMeasured/derived/assumed/inferredCross-verified
6 GHz unlicensed bandwidth1,200 MHzFCC 20-51, docs.fcc.gov , 2020-04-23Tier 1 regulatorDerived from regulatory allocationYes, 47 C.F.R. Part 15
U-NII sub-band boundaries5.925–7.125 GHz split into U-NII-5/6/7/8FCC 20-51, docs.fcc.gov , 2020-04-23Tier 1 regulatorDerived from regulatory allocationYes, 47 C.F.R. Part 15
LPI max EIRP30 dBmFCC 20-51, docs.fcc.gov , 2020-04-23Tier 1 regulatorDerivedSingle-source within this note
LPI max PSD5 dBm/MHzFCC 20-51, docs.fcc.gov , 2020-04-23Tier 1 regulatorDerivedSingle-source within this note
VLP max EIRP14 dBmFCC 20-51, docs.fcc.gov , 2020-04-23Tier 1 regulatorDerivedSingle-source within this note
VLP max PSD-1 dBm/MHzFCC 20-51, docs.fcc.gov , 2020-04-23Tier 1 regulatorDerivedSingle-source within this note
Standard power max EIRP36 dBmFCC 20-51, docs.fcc.gov , 2020-04-23Tier 1 regulatorDerivedSingle-source within this note
Standard power max PSD23 dBm/MHzFCC 20-51, docs.fcc.gov , 2020-04-23Tier 1 regulatorDerivedSingle-source within this note
Shannon capacity formula\(C = B \log_2(1+S/N)\)Shannon 1948, DOI 10.1002/j.1538-7305.1948.tb01338.x, 1948-07Tier 1 journalDerivedSingle-source within this note
SNR used in worked example30 dBAssumed input; no external sourcen/aAssumedn/a
Frequency-hopping patentUS2292387AUSPTO via Google Patents, patents.google.com , 1942-08-11Tier 1 granted patentRecordn/a

Cross-reference against company filings

Public companies that supply connectivity silicon and equipment file 10-K risk factors with the SEC. Those filings are primary source documents for company-level disclosure, but they are not technical performance validation. The following is based on SEC EDGAR search pages:

  • Qualcomm: SEC EDGAR 10-K search, sec.gov , accessed 2026-05-09.
  • Broadcom: SEC EDGAR 10-K search, sec.gov , accessed 2026-05-09.
  • Cisco: SEC EDGAR 10-K search, sec.gov , accessed 2026-05-09.
  • Verizon: SEC EDGAR 10-K search, sec.gov , accessed 2026-05-09.
  • T-Mobile US: SEC EDGAR 10-K search, sec.gov , accessed 2026-05-09.

These EDGAR search URLs are primary SEC records because they query the SEC’s EDGAR full-text database. The exact risk-factor wording in any particular 10-K should be verified from the filing itself; specific quotes in this note are avoided where the exact phrase would need “needs primary source validation.”

6.1 Observed cross-reference pattern

Qualcomm’s 10-K filings describe revenue dependence on wireless device demand and the timing and scale of 5G/connectivity transitions. Broadcom’s filings disclose customer concentration and technology-transition risk. Cisco’s filings disclose enterprise network spending cycles and supply-chain risk. Verizon and T-Mobile filings disclose spectrum, deployment, and competition risks.

For the 6 GHz unlicensed opportunity, the key cross-reference finding is: FCC 20-51 grants spectrum permission, not commercial outcome. The public-company risk disclosures do not guarantee that the 1,200 MHz allocation will convert into at-scale replacement demand or higher realized throughput. This is a discrepancy between regulator-level optimism expressed in the order and the more contingent operational risk language in SEC filings. The technical capacity bound derived above is also not found in those filings as a performance commitment; company filings instead emphasize adoption risk and competitive uncertainty.

Where a specific margin, unit shipment, or revenue attribution for 6 GHz products is claimed, this note marks that as needs primary source validation because the SEC EDGAR search alone does not provide a verified line-item citation.


Unit economics / business model

The 6 GHz unlicensed model monetizes differently from licensed spectrum.

  • Silicon vendors such as Qualcomm, Broadcom, and Marvell monetize by selling Wi-Fi 6E/7 chipsets and networking silicon. Revenue is product-based; gross margin data requires primary source validation from SEC filings. Source for company exposure: SEC EDGAR search pages, Tier 2, accessed 2026-05-09.
  • Enterprise equipment vendors such as Cisco and Arista monetize by selling access points, switches, controllers, and management software. The value proposition is density, manageability, and offload of mobile traffic. Source: SEC EDGAR search for Cisco/Arista, accessed 2026-05-09.
  • Mobile network operators sell subscription services; unlicensed 6 GHz spectrum allows Wi-Fi offload and fixed wireless equipment that may lower delivery cost per bit, but the operators still rely on licensed spectrum for wide-area coverage. Source: FCC auction/licensing framework and SEC EDGAR filings for AT&T, Verizon, T-Mobile, accessed 2026-05-09.
  • AFC system operators may charge for database/coordination services for standard-power devices; the FCC order requires approved AFC systems but does not itself set a public fee schedule. Exact AFC pricing is not sourced in this note and would require primary source validation.

Who captures the value depends on the deployment mode. In LPI/VLP indoor deployments, the enterprise and consumer equipment chain captures the near-term value. In standard-power outdoor or campus deployments, AFC operators and professional installers add a coordination layer, and service providers may capture operational savings.


Contradictions and source-bound claims

  1. Theoretical capacity vs. regulatory power limits. The Shannon bound for 1,200 MHz at 30 dB SNR is 11.96 Gbps, but FCC 20-51 caps LPI, VLP, and standard-power EIRP/PSD. Therefore the realizable SNR at range will usually be below the 30 dB assumption, and the per-link capacity will be lower. Source: Shannon 1948 DOI and FCC 20-51.
  2. “Unlicensed” does not mean “uncoordinated” at higher power. Standard-power 6 GHz operation requires AFC. The spectrum is free at the point of use, but not free of regulatory/database coordination. Source: FCC 20-51.
  3. More spectrum does not automatically solve range. Increasing bandwidth raises capacity but does not improve link budget per bit by itself. Higher carrier frequencies and power limits require densification; otherwise capacity gains remain theoretical. This is an inference from Shannon and FCC power classes, not a company claim.
  4. Company risk disclosures are more conservative than marketing capacity statements. SEC filings describe technology-transition and adoption risk; marketing peak-rate statements are generally not repeated as performance guarantees in those filings. Exact marketing claims and exact financial margins need primary source validation.

Disconfirming Evidence

The 6 GHz unlicensed connectivity thesis would be materially weakened by any of the following:

  1. AFC failure or incumbent-interference events. If FCC records show standard-power 6 GHz devices causing harmful interference to fixed microwave or FSS incumbents, the FCC could restrict standard-power operation, undermining outdoor 6 GHz use. Source framework: FCC 20-51.
  2. Realized throughput far below Shannon capacity. If independent, Tier 1 measurement reports show that real-world 6 GHz Wi-Fi throughput is materially below the capacity indicated by the calculation after accounting for overhead and power limits, the investment case would require lower assumptions.
  3. Licensed spectrum abundance. If future FCC auctions or WRC decisions make large amounts of licensed mid-band spectrum available at low cost, mobile operators may rely more on licensed networks and less on unlicensed offload.
  4. Enterprise/consumer replacement-cycle failure. If company filings show weak access-point or connected-device replacement demand, the hardware monetization path for 6 GHz silicon and equipment would be weaker.

01

Mapped companies

Public and private companies referenced in this research, linked to their canonical PXS Research profiles.

CompanyMarketResearch roleCurrent state
Analog Devices, Inc. (ADI)PublicWideband RF transceivers and phased-array beamformers; precision analog (power, sensing)WATCH · reviewed
AST SpaceMobile, Inc. (ASTS)PublicSatellite CommunicationsEXIT · reviewed
Broadcom (AVGO)PublicGAA and backside power delivery | 800G and 1.6T optical interconnectHOLD · reviewed
Caterpillar Inc. (CAT)PublicBackup power gensets / industrial machineryPOOL · reviewed
Ciena Corporation (CIEN)Public800G/1.6T coherent optical transport for data center interconnectPOOL · reviewed
Cisco Systems Inc (CSCO)Public800G and 1.6T optical interconnectHOLD · reviewed
Emerson Electric Co (EMR)PublicMotion control and actuationWATCH · reviewed
Frequency Electronics Inc (FEIM)PublicPrecision timing oscillators & atomic clocks for GPS-denied environmentsPOOL · reviewed
GLOBALFOUNDRIES Inc. (GFS)PublicSilicon photonics CPO | FDX eMRAM | BCD power managementWATCH · reviewed
Globalstar, Inc. (GSAT)PublicSatellite CommunicationsWATCH · reviewed
Hewlett Packard Enterprise Company (HPE)PublicOn-prem / Sovereign ComputeWATCH · reviewed
Intuitive Surgical (ISRG)Publicsurgical roboticsWATCH · reviewed
Itron Inc (ITRI)PublicAdvanced Metering Infrastructure (AMI) and Smart Grid Distribution AutomationHOLD · reviewed
Kratos Defense (KTOS)PublicCounter-UAS / attritable dronesHOLD · reviewed
L3Harris Technologies, Inc. (LHX)PublicDirected energy C-UAS / mission comms hardwareHOLD · reviewed
Mobileye Global Inc. (MBLY)PublicADAS vision SoCs | Autonomous driving software stack | Robotaxi / fleet autonomyACCUMULATE · reviewed
M-tron Industries Inc (MPTI)PublicPrecision frequency control (OCXO + RF filters)POOL · reviewed
Marvell Technology (MRVL)PublicCustom AI accelerator (XPU) silicon | 800G and 1.6T optical interconnectHOLD · reviewed
NioCorp Developments Ltd. (NB)PublicNiobium / rare earth (Elk Creek)POOL · reviewed
Nokia Corporation (NOK)PublicOptical interconnect (coherent DSP)WATCH · reviewed
NVIDIA Corporation (NVDA)PublicGPU and AI accelerator platforms (Blackwell/Rubin) | DSX AI factory | CUDA software ecosystemHOLD · reviewed
Navitas Semiconductor Corporation (NVTS)PublicGaN power ICs | SiC devicesHOLD · reviewed
NXP Semiconductors (NXPI)PublicAutomotive radar and 4D imaging radarWATCH · reviewed
Qualcomm Incorporated (QCOM)PublicSnapdragon edge AI SoCACCUMULATE · reviewed
Qorvo, Inc. (QRVO)PublicRF front-end modules; GaN-on-SiC power amplifiers for phased-array radar and EWWATCH · reviewed
RTX Corp (Raytheon Technologies) (RTX)PublicAir & missile defense interceptors (Patriot GEM-T/PAC-3, AMRAAM, SM-6) | Tactical Solid Rocket Motors (SRM)WATCH · reviewed
Spire Global Inc. (SPIR)PublicSpace-based data & analytics (GNSS-RO weather/maritime/aviation)POOL · reviewed
STMicroelectronics N.V. (STM)PublicMEMS Inertial Sensors (accelerometers, gyroscopes) | Embedded Microcontrollers for Real-Time Control (STM32 family)ACCUMULATE · reviewed
Skyworks Solutions, Inc. (SWKS)PublicRF front-end modules; GaAs/GaN power amplifiersWATCH · reviewed
Synaptics (SYNA)PublicAstra embedded processors | AI-native Wi-Fi 7 / Bluetooth / Thread connectivityHOLD · reviewed
Trimble Inc (TRMB)PublicGNSS precision positioning and geospatial intelligenceHOLD · reviewed
TEXAS INSTRUMENTS INC (TXN)PublicAnalog and embedded processing semiconductorsWATCH · reviewed
Viasat, Inc. (VSAT)PublicSatellite CommsEXIT · reviewed

Sources

29 cited sources used to define and evaluate this capability.

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  14. sec.govhttps://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&company=cisco&type=10-K&dateb=&owner=include&count=40Open source ↗
  15. sec.govhttps://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&company=verizon&type=10-K&dateb=&owner=include&count=40Open source ↗
  16. sec.govhttps://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&company=t-mobile&type=10-K&dateb=&owner=include&count=40Open source ↗
  17. fcc.govhttps://www.fcc.gov/auctions/107Open source ↗
  18. sec.govhttps://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&company=marvell&type=10-K&dateb=&owner=include&count=40Open source ↗
  19. sec.govhttps://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&company=arista&type=10-K&dateb=&owner=include&count=40Open source ↗
  20. sec.govhttps://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&company=intel&type=10-K&dateb=&owner=include&count=40Open source ↗
  21. sec.govhttps://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&company=at&t&type=10-K&dateb=&owner=include&count=40Open source ↗
  22. sec.govhttps://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&company=skyworks&type=10-K&dateb=&owner=include&count=40Open source ↗
  23. sec.govhttps://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&company=qorvo&type=10-K&dateb=&owner=include&count=40Open source ↗
  24. sec.govhttps://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&company=ciena&type=10-K&dateb=&owner=include&count=40Open source ↗
  25. sec.govhttps://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&company=lumentum&type=10-K&dateb=&owner=include&count=40Open source ↗
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  28. sec.govhttps://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&company=ubiquiti&type=10-K&dateb=&owner=include&count=40Open source ↗
  29. itu.inthttps://www.itu.int/ITU-R/go/wrc-27/enOpen source ↗
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