Non-Terrestrial Networks have two synchronisation problems, not one. The first is timing - signals arrive far later than any terrestrial protocol timer expects, and the delay is different for every UE in the cell. That problem, and the Timing Advance machinery built to solve it, is covered on the NTN Timing Advance page. This page is about the second problem, which is its exact twin in the frequency domain : the satellite is moving fast enough that the carrier frequency the UE receives is not the carrier frequency the network transmitted, and the carrier frequency the network receives is not the one the UE transmitted.
In a terrestrial cell the frequency offset between a UE and a base station is small enough that the receiver's ordinary automatic frequency control loop absorbs it without anyone thinking about it. In NTN it is not. A satellite in low earth orbit moves at roughly 7.6 km/s, which produces a Doppler shift of tens of kilohertz at S band and hundreds of kilohertz at Ka band - values that are larger than a subcarrier spacing, larger than the pull-in range of initial synchronisation, and present in the very first sample the UE ever receives.
The consequence is the same as it was for timing : the large and predictable part of the error has to be removed
- Why Frequency is a Separate Problem from Timing
- Doppler in NTN : the Numbers
- Doppler in Each NTN Operating Band
- Anatomy of the Frequency Error
- Why the UE Cannot Simply Track It
- How the UE Pre-compensates
- What the Network Compensates
- The Timing / Frequency Asymmetry
- Subcarrier Spacing, ICI and How Accurate the Estimate Must Be
- What the Specification Says
- Parameters Involved
- What Breaks When Frequency Compensation is Wrong
Why Frequency is a Separate Problem from Timing
Timing and frequency in NTN come from exactly the same physics - the changing distance between the UE and the satellite - so it is tempting to treat them as one problem with two symptoms. They are closely related, and the relationship is worth knowing precisely, but they are
Doppler shift and delay drift are the same quantity written in different units. A relative velocity expressed as a fraction of the speed of light gives the Doppler shift in parts per million directly, and simultaneously gives the rate at which the one-way propagation delay is changing in microseconds per second :
relative velocity 24 ppm of c → Doppler = 24 ppm of the carrier → one-way delay changes by 24 us every second
This is why the Doppler figures and the delay-variation figures in TR 38.821 always track each other by a factor of two (the round trip covers the path twice). If you know one, you know the other.
|
Timing error |
Frequency error |
|
|---|---|---|
|
Driven by |
The |
The |
|
Worst at |
Low elevation, where the satellite is furthest away |
Low elevation too, but for a different reason - that is where the line-of-sight velocity is largest |
|
Zero at |
Never - the delay is never zero |
Closest approach. The Doppler passes through zero and |
|
Differs between UEs in the same cell ? |
Strongly - milliseconds of spread across a large footprint |
Much less. UEs in one beam see similar geometry, so they see similar Doppler. |
|
Depends on carrier frequency ? |
No. A microsecond is a microsecond in any band. |
|
|
Corrected by the network in a closed loop ? |
Yes - the Timing Advance Command in the RAR and the TA MAC CE |
|
Doppler in NTN : the Numbers
The Doppler shift for a transmitter and receiver approaching each other at relative velocity vrel is simply
fd = ( vrel / c ) x fc
so the values quoted in parts per million in the 3GPP reference scenarios convert into hertz the moment a carrier frequency is chosen. What matters is vrel, the component of velocity
For a 600 km orbit the line-of-sight component peaks at roughly the orbital speed multiplied by Re/r, i.e. about 6.99 km/s or 23.3 ppm, which is why TR 38.821 quotes 24 ppm as the reference figure.
< Maximum Doppler shift and Doppler rate per orbit, from the TR 38.821 reference scenarios (earth-fixed UE) >
|
Orbit |
Max Doppler shift |
Max Doppler shift variation |
At 2 GHz |
At 20 GHz |
At 30 GHz |
|---|---|---|---|---|---|
|
LEO 600 km |
24 ppm |
0.27 ppm/s |
48 kHz |
480 kHz |
720 kHz |
|
LEO 1200 km |
21 ppm |
0.43 ppm/s |
42 kHz |
420 kHz |
630 kHz |
|
GEO 35,786 km |
0.93 ppm |
0.000045 ppm/s |
1.9 kHz |
18.6 kHz |
27.9 kHz |
A table of maxima hides the most important behaviour, which is that the Doppler is not a constant offset but a curve that sweeps from one extreme to the other during a single pass. The plots below are one complete LEO pass, showing slant range, elevation and Doppler together.
< Slant range, elevation angle and Doppler shift over one LEO pass >

Three features of this picture drive the whole design :
-
The Doppler curve is the slope of the distance curve. They are not independent measurements. The zero crossing of the Doppler trace lines up exactly with the minimum of the range trace, because that is the instant the distance stops shrinking and starts growing.
-
The full swing is twice the quoted maximum. The Doppler runs from about +51 kHz to about -51 kHz in this example, so the receiver has to cope with a total excursion of over 100 kHz across a pass lasting only twelve minutes.
-
The steepest part is in the middle, not at the edges. The Doppler magnitude is largest near the horizon, but its rate of change is largest at closest approach where the shift is passing through zero. A receiver has to survive both, and they occur at opposite ends of the pass.
Doppler in Each NTN Operating Band
Since the Doppler scales with the carrier, the practical size of the problem depends on which NTN band the system uses. The table below applies the LEO 600 km figure of 24 ppm to the band centres defined in TS 38.101-5. The full band definitions are on the NTN Spectrum page.
< Maximum LEO (600 km) Doppler shift per NTN operating band, computed at 24 ppm >
|
Band |
Range |
Direction |
Band centre |
Max Doppler at 24 ppm |
Doppler rate at 0.27 ppm/s |
|---|---|---|---|---|---|
|
n256 |
FR1-NTN |
DL |
2,185 MHz |
52.4 kHz |
590 Hz/s |
|
n256 |
FR1-NTN |
UL |
1,995 MHz |
47.9 kHz |
539 Hz/s |
|
n255 |
FR1-NTN |
DL |
1,542 MHz |
37.0 kHz |
416 Hz/s |
|
n255 |
FR1-NTN |
UL |
1,643.5 MHz |
39.4 kHz |
444 Hz/s |
|
n254 |
FR1-NTN |
DL |
2,491.75 MHz |
59.8 kHz |
673 Hz/s |
|
n254 |
FR1-NTN |
UL |
1,618.25 MHz |
38.8 kHz |
437 Hz/s |
|
n510 / n511 / n512 |
FR2-NTN |
DL |
18,750 MHz |
|
5.1 kHz/s |
|
n512 |
FR2-NTN |
UL |
28,750 MHz |
|
7.8 kHz/s |
Two conclusions worth carrying away :
-
FR2-NTN is an order of magnitude harder in absolute terms. A Ka band uplink can be nearly 700 kHz off frequency for exactly the same orbit that produces 48 kHz at S band. This is one of the reasons the FR2-NTN bands arrived in Rel-18 rather than Rel-17.
-
Measured in subcarriers, the gap narrows. FR2 systems use much larger subcarrier spacings, so 450 kHz against a 120 kHz SCS is a similar number of subcarriers as 52 kHz against a 15 kHz SCS. The absolute problem grows with frequency, but the numerology grows with it too - which is exactly why the subcarrier spacing choice matters so much. See Subcarrier Spacing, ICI and How Accurate the Estimate Must Be.
Anatomy of the Frequency Error
'Doppler' is a convenient single word for what is actually four separate contributions arriving from four different places. Separating them is the key to understanding who is responsible for correcting what, because the answer is different for each one.
< The four frequency error contributions along the UE - satellite - gateway chain >
|
Contribution |
Where it arises |
Typical size (LEO, S band) |
Who compensates it |
Why that party |
|---|---|---|---|---|
|
Service link Doppler |
Relative motion between the UE and the satellite |
Up to approx. 48 kHz |
|
Only the UE knows its own position, and the satellite's velocity is broadcast to it as ephemeris. Every UE in the beam needs a slightly different value. |
|
Feeder link Doppler |
Relative motion between the satellite and the gateway |
Comparable to the service link |
|
The UE has no idea where the gateway is, how the feeder link is routed, or which gateway is currently in use. It could not compute this even in principle. |
|
Transponder / payload LO error |
The frequency-translating oscillator on board the satellite |
Implementation dependent |
|
It is a property of the payload hardware, invisible to and unknowable by the UE. |
|
UE oscillator error |
The UE's own local oscillator accuracy and drift |
approx. 0.1 ppm, i.e. roughly 200 Hz at 2 GHz |
|
Exactly as in a terrestrial network - the UE's AFC locks to the received downlink. |
Notice that the ownership column reproduces the arrangement described on the NTN Timing Advance page : the UE owns the service link, the network owns everything beyond the satellite. This is not a coincidence but a direct consequence of what each party can possibly know. The UE has GNSS and the broadcast ephemeris, which is exactly the information needed to compute the service link geometry and nothing else. Everything on the far side of the satellite is invisible to it, in both the time and frequency domains.
Why the UE Cannot Simply Track It
A reasonable first reaction is that receivers have always had automatic frequency control, so why is a special mechanism needed at all ? The answer has two parts, and the first one is decisive.
An AFC loop can only correct an offset once it has acquired the signal. Initial acquisition in NR happens on the PSS and SSS, and the frequency error that this process can absorb without additional hypothesis testing is on the order of
|
Subcarrier spacing |
Roughly what initial sync can absorb |
LEO Doppler at that numerology's typical band |
Ratio |
|---|---|---|---|
|
15 kHz |
approx. 7.5 kHz |
approx. 52 kHz (n256 DL) |
|
|
30 kHz |
approx. 15 kHz |
approx. 52 kHz (n256 DL) |
3.5x too large |
|
120 kHz |
approx. 60 kHz |
approx. 450 kHz (FR2-NTN DL) |
7.5x too large |
In every case the raw Doppler is several times larger than the acquisition range. A UE that simply powered on and searched would not merely acquire the cell inaccurately - it would
This one is subtle and is worth working through carefully, because it explains why an explicit uplink pre-compensation is required even for a UE that is already perfectly tracking the downlink.
In NR the UE derives its uplink carrier frequency from the downlink it receives. Suppose the satellite is approaching, so the downlink arrives shifted up by fd. A UE that locks its oscillator to that downlink will also transmit shifted up by the corresponding amount. The uplink signal then travels the same closing path and picks up another upward shift on the way to the satellite. The result at the satellite receiver is not zero error - it is roughly
naive downlink locking → error at the satellite ≈ 2 fd (not 0)
In a terrestrial cell this doubling is harmless because fd is a few hundred hertz at worst. In LEO it turns a 48 kHz problem into a 96 kHz one. The UE must therefore apply a deliberate correction in the opposite direction on its transmitter, sized so that the signal arrives at the satellite on the nominal frequency. That correction cannot be derived from the downlink - it has to come from the geometry.
How the UE Pre-compensates
The good news is that the UE already has everything it needs, because it is the same input set the Timing Advance calculation uses. No additional signalling and no additional hardware is required beyond what NTN timing already demands.
-
Its own position and velocity, from GNSS. NTN access requires a valid GNSS fix in any case.
-
The satellite's position and velocity, from ephemerisInfo in SIB19 - supplied either as Cartesian state vectors (positionVelocity) or as classical orbital elements (orbital).
-
A common time reference, from epochTime, so that both sets of coordinates refer to the same instant.
From these the UE forms the relative velocity vector, projects it onto the line of sight to obtain vrel, and applies fd = (vrel/c) fc - separately for the downlink and uplink carriers, since in an FDD band those are different frequencies and therefore different shifts.
< Projection of the satellite velocity onto the line of sight >
This is the geometry behind every number on this page, and it explains the one feature of the Doppler curve that surprises people : the satellite is moving at 7.56 km/s at closest approach just as it is everywhere else, yet the Doppler there is exactly
It is worth being explicit that the timing and frequency pre-compensations are not two separate computations. The UE computes the UE-to-satellite geometry once, and reads two different quantities off it :
|
From the geometry |
Quantity |
Used for |
|---|---|---|
|
The distance to the satellite |
Service link propagation delay |
The NTA,adjUE term of the Timing Advance |
|
The rate of change of that distance |
Line-of-sight relative velocity |
The Doppler pre-compensation on this page |
This is why the two problems are always discussed together and why one set of assistance data serves both. It is also why the validity rules are shared : when ntn-ULSyncValidityDuration expires, the UE loses its right to transmit not because its timing has gone stale but because
What the Network Compensates
Everything beyond the satellite is the network's responsibility, and the important architectural point is that the network does this work
-
Feeder link Doppler is pre-compensated at the gateway on transmit and post-compensated on receive. The gateway knows the satellite's ephemeris and its own fixed position exactly, so this is a straightforward calculation for it - considerably easier than the UE's, since neither endpoint is uncertain.
-
Transponder frequency error - the accuracy of the payload's frequency-translating oscillator - is likewise handled on the ground, typically by monitoring a reference signal through the payload and correcting for the observed offset.
In a regenerative system the satellite demodulates and regenerates the signal, so the feeder link and the service link are separate frequency problems that never interact. The service link is generated fresh on board at the correct frequency.
In a transparent system the satellite is an analogue repeater, so whatever frequency error exists on the feeder link is relayed straight through onto the service link and lands on the UE. The gateway therefore has to pre-distort its transmission so that after the feeder link Doppler, the frequency translation on board, and the payload's own oscillator error, the signal arrives at the UE on the nominal carrier. This is the frequency-domain equivalent of the Common TA, but it is solved entirely on the network side instead of being shared with the UE.
The Timing / Frequency Asymmetry
Having gone through both mechanisms, the differences between how 3GPP handles timing and how it handles frequency are striking - and they are worth tabulating, because a lot of confusion comes from assuming the two are handled symmetrically.
|
Timing |
Frequency |
|
|---|---|---|
|
UE's own contribution |
NTA,adjUE, computed from GNSS + ephemeris |
Service link Doppler, computed from the same GNSS + ephemeris |
|
Network's contribution |
|
|
|
Is there a 'common' field in SIB19 ? |
Yes - ta-Common, ta-CommonDrift, ta-CommonDriftVariant |
No equivalent 'common Doppler' field |
|
Closed-loop correction from the network |
Yes - Timing Advance Command in the RAR, then TA Command MAC CE |
|
|
Does the UE report what it applied ? |
Yes, when ta-Report is enabled |
No equivalent report |
|
Scales with carrier frequency ? |
No |
Yes, proportionally |
|
If the UE gets it wrong |
The network measures the error and corrects it in the next TA command |
The UE must detect and fix it itself, through its own tracking loops |
The fourth row is the one that surprises people most.
This has a practical consequence for anyone debugging an NTN link : a timing problem tends to be self-correcting once random access succeeds, because the network keeps issuing corrections. A frequency problem does
Subcarrier Spacing, ICI and How Accurate the Estimate Must Be
Pre-compensation never removes the error completely. What matters is whether what remains is small enough, and 'small enough' in an OFDM system means small compared with the
A common engineering rule of thumb is to keep the residual below roughly 1 to 2 % of the subcarrier spacing for the ICI to stay negligible. That converts into a concrete budget :
|
Subcarrier spacing |
Residual budget at 1 % of SCS |
Raw LEO Doppler to be removed |
Required accuracy of the pre-compensation |
|---|---|---|---|
|
15 kHz |
approx. 150 Hz |
approx. 52 kHz |
approx. 99.7 % |
|
30 kHz |
approx. 300 Hz |
approx. 52 kHz |
approx. 99.4 % |
|
120 kHz |
approx. 1.2 kHz |
approx. 450 kHz |
approx. 99.7 % |
A 99.7 % accuracy requirement sounds alarming until it is converted back into the physical quantity the UE actually estimates. At 2,185 MHz, a residual of 150 Hz corresponds to
150 Hz / 2,185 MHz = 0.069 ppm → vrel error of about 20 m/s
In other words the UE's estimate of the line-of-sight closing velocity has to be good to about
This is the reassuring conclusion of the whole page, and it is worth stating plainly : NTN frequency compensation is not hard because the arithmetic is delicate. It is hard because it has to happen before the receiver is working at all, and because nothing in the protocol will tell the UE if it gets it wrong. Once the UE has a valid GNSS fix and valid ephemeris, the accuracy takes care of itself. The engineering effort goes into making sure it always has them.
What the Specification Says
It is worth separating what is described in the study documents from what is actually required of a UE, because frequency compensation is an area where 3GPP specifies the
-
TR 38.811 characterises the Doppler behaviour of the various orbits and establishes the magnitudes the system has to live with.
-
TR 38.821 studies the compensation options and settles the split of responsibility between the UE and the network.
-
TS 38.300 states the normative behaviour : a UE with a valid GNSS position and valid ephemeris pre-compensates the frequency Doppler on the service link, while Doppler on the feeder link and any transponder frequency error are handled by the network.
-
TS 38.101-5 carries the RF requirements - the frequency error the UE must actually achieve, which is the requirement a test house will measure.
3GPP does not specify how the UE computes the correction , only how accurate the result has to be.
The detail that matters more than the numeric value is the
In NTN that reference is a moving target, because the carrier the UE receives is itself Doppler-shifted. Following the downlink faithfully is no longer the same thing as transmitting on the frequency the satellite expects - in fact, as shown in Why the UE Cannot Simply Track It, following it faithfully produces roughly twice the error at the satellite. This is the structural reason the pre-compensation has to be a deliberate, explicitly computed action rather than a by-product of the tracking loop.
The current numeric requirements for satellite access are in TS 38.101-5, and they are worth reading from the live version of the specification rather than from any secondary source, since they have been extended as the FR2-NTN bands were added.
A 0.1 ppm oscillator sounds like a solved problem, and in a terrestrial network it is. In NTN it is worth converting into hertz per band and comparing it with the ICI budget from the previous section, because the answer is not what intuition suggests.
< UE oscillator accuracy of 0.1 ppm expressed in hertz, against a 1 % of subcarrier spacing ICI budget >
|
Band centre |
0.1 ppm expressed in Hz |
Subcarrier spacing |
1 % ICI budget |
Oscillator alone, as % of SCS |
|---|---|---|---|---|
|
1,542 MHz (n255 DL) |
154 Hz |
15 kHz |
150 Hz |
1.0 % |
|
2,185 MHz (n256 DL) |
219 Hz |
15 kHz |
150 Hz |
|
|
2,185 MHz (n256 DL) |
219 Hz |
30 kHz |
300 Hz |
0.7 % |
|
2,492 MHz (n254 DL) |
249 Hz |
15 kHz |
150 Hz |
|
|
18,750 MHz (FR2-NTN DL) |
1,875 Hz |
120 kHz |
1,200 Hz |
|
|
28,750 MHz (n512 UL) |
2,875 Hz |
120 kHz |
1,200 Hz |
|
The pattern is striking. Across every NTN band,
Two things follow from that, and they are the practical conclusion of this whole page :
-
The 1 % figure is a rule of thumb, not a limit. Real systems clearly operate with residuals larger than 1 % of the subcarrier spacing, because the oscillator specification alone guarantees it. ICI degrades gracefully rather than falling off a cliff, and a few percent is tolerable.
-
One-shot pre-compensation is never enough. Because the floor is set by hardware the UE cannot compute away, the receiver has to keep tracking the residual continuously with its normal frequency loops. Pre-compensation exists to bring the error down from tens of kilohertz to something those loops can handle -
not to eliminate it . That is the correct mental model : open loop gets you into range, closed loop keeps you there.
-
Rel-17 : first normative NR-NTN. Transparent payload only, FR1-NTN bands only, and GNSS capability required of the UE - which is what makes the whole pre-compensation approach possible.
-
Rel-18 : NTN extended above 10 GHz into the FR2-NTN bands. As the table in Doppler in Each NTN Operating Band shows, this multiplies the absolute frequency error by roughly ten, which is a large part of why it was a separate release.
-
Rel-19 and beyond : continued NR-NTN and IoT-NTN enhancements. The frequency compensation architecture - UE owns the service link, network owns the rest - has remained stable throughout.
Parameters Involved
The striking thing about this table is how
|
Field |
What it provides |
Role in frequency compensation |
|---|---|---|
|
ephemerisInfo-r17 |
Satellite position and velocity, as state vectors or orbital elements |
|
|
epochTime-r17 |
The SFN and subframe the ephemeris refers to |
Lets the UE propagate the ephemeris forward to the current instant before computing vrel |
|
ntn-ULSyncValidityDuration-r17 |
How long the assistance data may be used |
Bounds the frequency estimate as much as the timing one - both go stale together |
|
ntn-PolarizationDL-r17 / ntn-PolarizationUL-r17 |
RHCP, LHCP or linear polarisation of the service link |
Not frequency compensation as such, but part of the same ntn-Config and equally necessary before the UE can receive anything usefully |
|
ntn-NeighCellConfigList-r17 |
Per-neighbour NTN configuration including ephemeris |
Lets the UE pre-compute the Doppler for a satellite it has not switched to yet, so the correction is ready at the moment of the switch |
The ASN.1 detail for all of these is on the NTN RRC (NR) page.
What Breaks When Frequency Compensation is Wrong
Frequency faults have a distinctive signature : they tend to produce a link that either does not exist at all or that degrades in a way that looks like poor coverage but does not improve with more power.
|
Symptom |
Likely cause |
Where to look |
|---|---|---|
|
Cell is never found although the signal level is good |
No pre-compensation at all - the offset is several subcarriers wide and initial sync cannot pull it in |
GNSS fix validity, ephemeris presence and freshness, epochTime |
|
Cell is found but decoding fails, and more power does not help |
Residual offset large enough to cause ICI - orthogonality is broken, so the impairment scales with the signal |
Residual against the subcarrier spacing; UE oscillator accuracy |
|
Downlink works, uplink is never received |
The UE is tracking the downlink but not applying an explicit uplink pre-compensation, so the error at the satellite is roughly doubled |
Whether the uplink correction is applied separately and with the correct sign |
|
Link degrades steadily then recovers, on a cycle of minutes |
The Doppler rate is not being tracked - the estimate is correct at one instant and drifts away from it |
How often the ephemeris is re-evaluated; ntn-ULSyncValidityDuration |
|
Worst behaviour in the middle of a pass, best at the edges |
A rate problem rather than an offset problem - the Doppler changes fastest at closest approach, where its magnitude is smallest |
Tracking loop bandwidth against the Doppler rate figures in the tables above |
|
Worst behaviour at the start and end of a pass |
An offset problem - the Doppler magnitude peaks near the horizon |
Whether the pre-compensation range covers the full +/- excursion, not just one sign |
|
Fails only on the Ka band system, works on the S band one |
The frequency error scales with the carrier while the timing error does not - the same design margin does not carry across bands |
The per-band table in Doppler in Each NTN Operating Band |
Related Pages on this Site
- NTN Timing Advance - the time-domain twin of this page, and the source of the geometry the frequency calculation reuses
- NTN Spectrum - the FR1-NTN and FR2-NTN band definitions used in the per-band Doppler table
- NTN RRC (NR) - the SIB19 and ntn-Config ASN.1 behind ephemerisInfo and epochTime
- NTN RACH - where an uncorrected frequency error shows up first, since the preamble is the UE's first transmission
- NTN Architecture - why a transparent payload relays the feeder link frequency error straight through to the UE
- NTN Challenges - Doppler seen alongside the other NTN problems
- Web Simulator : 2D Satellite Orbit, Doppler, Distance and Elevation - vary the orbit and carrier and watch the Doppler curve respond
- Web Simulator : Doppler Effect and Propagation Delay - the underlying relationship without the orbital geometry
3GPP Reference
- Non-Terrestrial Networks (NTN) - 3GPP Technology Article (2024)
- 3GPP TR 38.811 : Study on New Radio (NR) to support non-terrestrial networks - Doppler characterisation per orbit
- 3GPP TR 38.821 : Solutions for NR to support non-terrestrial networks (NTN) - reference scenario Doppler and Doppler variation figures
- 3GPP TS 38.300 : NR and NG-RAN Overall Description - clause 16.14, UE frequency pre-compensation and the UE / network split
- 3GPP TS 38.101-5 : NR; UE radio transmission and reception; Part 5: Satellite access - UE frequency error requirements and the NTN operating bands
- 3GPP TS 38.101-1 : NR; UE radio transmission and reception; Part 1: Range 1 Standalone - the terrestrial frequency error requirement for comparison
- 3GPP TS 38.211 : NR; Physical channels and modulation - subcarrier spacings and numerologies
- 3GPP TS 38.331 : NR; Radio Resource Control (RRC) protocol specification - SIB19, ntn-Config, EphemerisInfo and epochTime
- 3GPP TR 36.763 : Study on NB-IoT / eMTC support for Non-Terrestrial Networks - the IoT-NTN counterpart, where the Doppler-to-subcarrier ratio is far more severe
Other References
- Non-terrestrial networks (NTN) - R&S
- Non-Terrestrial Network Advantages, Challenges, and Applications - Keysight
- 5G & Non-Terrestrial Networks - 5G Americas White Paper (2022)
- Orbit of a satellite Calculator
- LEO Small-Satellite Constellations for 5G and Beyond-5G Communications
- Satellite Communications in the New Space Era: A Survey and Future Challenges
- 5G from Space: An Overview of 3GPP Non-Terrestrial Networks