Paper Citation Record · LEDGER

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design

As of 12 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 1 inbound Pith citation observation for arXiv:2506.15950.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.15950 v2

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:53:10.381883Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:56:19.215561Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-06T23:56:19.462234Z

Reference resolution

54 of 54 outbound references displayed

verified exact2
verified fuzzy47
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bfa96ae6-8454-47d4-8b86-9b95968fe732 · outbound

This paper cites Computation over multiple-access channels,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Computation over multiple-access channels,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:12.297815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation feb3d35d-81f0-49df-af1f-703663588522 · outbound

This paper cites A survey on over-the-air computation,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design A survey on over-the-air computation,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:12.290412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9fd91688-6d7e-4fd7-bd58-c9a4d188c557 · outbound

This paper cites To repeat or not to repeat: Insights from scaling LLM under token-crisis,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design To repeat or not to repeat: Insights from scaling LLM under token-crisis,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:12.282294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8d0de299-3f3f-48b6-9b8c-90a98f6cbfb8 · outbound

This paper cites Scaling Laws for Neural Language Models.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Scaling Laws for Neural Language Models

Reference 4

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Source-reported events for the cited work

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Observation 23398e19-214f-46ec-bcd4-d52bc23e0d74 · outbound

This paper cites Bigscience large open-science open-access multilingual lan- guage model,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Bigscience large open-science open-access multilingual lan- guage model,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:12.274394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7fce74c7-fbd9-48e5-aabc-ff7a41ae60e2 · outbound

This paper cites Estimating the carbon footprint of BLOOM, a 176B parameter language model,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Estimating the carbon footprint of BLOOM, a 176B parameter language model,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:12.266609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 319f3325-067f-422a-a065-b947068bea5c · outbound

This paper cites Distributed training of large language models,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Distributed training of large language models,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:12.258694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 52155181-460e-417a-ac52-36aae7137a72 · outbound

This paper cites Over-the-air computation for distributed systems: Something old and something new,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Over-the-air computation for distributed systems: Something old and something new,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:12.250539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0a1ee602-99ca-4f37-9a49-13c14a92c1e7 · outbound

This paper cites Accelerating distributed optimization via over-the- air computing,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Accelerating distributed optimization via over-the- air computing,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:12.241555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1d3a4ef9-7285-4893-9024-601131fba0ae · outbound

This paper cites Wireless for machine learning: A survey,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Wireless for machine learning: A survey,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:12.232866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 79a00aa4-71b4-4d14-a9d2-6286988a79b3 · outbound

This paper cites Federated learning over wireless fading channels,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Federated learning over wireless fading channels,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T23:53:06.569010Z

Source-reported events for the cited work

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Observation 058a57b4-0571-41b3-9f9e-770035b3eb9f · outbound

This paper cites Modulation-free M2M communications for mission-critical applications,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Modulation-free M2M communications for mission-critical applications,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:12.220415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b0ddc0cd-d673-4d87-92ff-f8da92793acb · outbound

This paper cites WHYPE: A scale-out architecture with wireless over-the-air majority for scalable in-memory hyperdimensional computing,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design WHYPE: A scale-out architecture with wireless over-the-air majority for scalable in-memory hyperdimensional computing,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:12.212493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9d88e9fb-ba9c-46cb-bc79-5e1c90473007 · outbound

This paper cites Compute-and-forward: Harnessing interfer- ence through structured codes,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Compute-and-forward: Harnessing interfer- ence through structured codes,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:12.204037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 78010d37-b766-4436-8c11-df8258a83bf4 · outbound

This paper cites Harnessing interference for analog function computation in wireless sensor networks,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Harnessing interference for analog function computation in wireless sensor networks,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:12.196949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 853f3b2a-0e8b-4697-b1a0-9a21b63f4efc · outbound

This paper cites Nomographic functions: Efficient computation in clustered Gaussian sensor networks,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Nomographic functions: Efficient computation in clustered Gaussian sensor networks,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:12.189631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a807cd75-4718-44c7-8188-e1a82e6dbf47 · outbound

This paper cites Over-the-air computation for IoT networks: Computing multiple functions with antenna arrays,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Over-the-air computation for IoT networks: Computing multiple functions with antenna arrays,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:12.181798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3f93b946-0d4b-41ff-a275-cef93ab5905a · outbound

This paper cites Robust design for massive CSI acquisition in analog function computation networks,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Robust design for massive CSI acquisition in analog function computation networks,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:12.174782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 775c0c95-8bd0-4b0b-8bb1-2c5d35f90c49 · outbound

This paper cites Robust analog function computa- tion via wireless multiple-access channels,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Robust analog function computa- tion via wireless multiple-access channels,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T23:53:07.634810Z

Source-reported events for the cited work

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Observation d2782b63-f248-44e4-88ac-0aa9125ba179 · outbound

This paper cites Over-the-air computation over balanced numer- als,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Over-the-air computation over balanced numer- als,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:12.164085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f73d1fae-6e22-4cd7-a897-5d65b3204e6c · outbound

This paper cites Computing functions over-the-air using digital modulations,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Computing functions over-the-air using digital modulations,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:12.158047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6d045635-f79c-480e-b683-eb7aa9d0f2d9 · outbound

This paper cites signSGD: Compressed optimisation for non-convex problems,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design signSGD: Compressed optimisation for non-convex problems,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:12.151824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0486e3f2-6514-425a-8f1f-8d6044192259 · outbound

This paper cites Distributed learning over a wireless network with non- coherent majority vote computation,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Distributed learning over a wireless network with non- coherent majority vote computation,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:12.145361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1ddf3ea5-71e0-44e3-8295-8cb3939a0dd1 · outbound

This paper cites Over-the-air majority vote computation with modulation on conjugate-reciprocal zeros,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Over-the-air majority vote computation with modulation on conjugate-reciprocal zeros,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:12.139354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ce3d9f10-a2a2-4f3a-9d25-bad9391e95c9 · outbound

This paper cites Waveforms for computing over the air,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Waveforms for computing over the air,

Reference 25

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Source-reported events for the cited work

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Observation 86bb11e2-3acf-4ab3-979e-b3bf2e64f58a · outbound

This paper cites ChannelComp: A general method for computation by communications,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design ChannelComp: A general method for computation by communications,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:12.133202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c74bdcce-9db0-4e26-9341-a96b9aa44885 · outbound

This paper cites SumComp coding: Digital over-the-air computation via the ring of integers,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design SumComp coding: Digital over-the-air computation via the ring of integers,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:12.127400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 167a4058-a235-465b-986e-5396b47d8574 · outbound

This paper cites Blind federated learning via over-the-air q-QAM,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Blind federated learning via over-the-air q-QAM,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:12.121297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0952e7e8-bf84-40f1-9c77-f292cff6c746 · outbound

This paper cites A novel channel coding scheme for digital multiple access computing,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design A novel channel coding scheme for digital multiple access computing,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:12.114936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0acf23e2-9c36-4fbe-8eec-6194590394f2 · outbound

This paper cites ReMAC: Digital multiple access computing by repeated trans- missions,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design ReMAC: Digital multiple access computing by repeated trans- missions,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:12.108513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 82d4241a-9ce0-41e6-a853-b13236a00e4b · outbound

This paper cites Channel-Aware Constellation Design for Digital OTA Computation.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Channel-Aware Constellation Design for Digital OTA Computation

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-08-06T23:53:10.745375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 28d44854-a44f-4c15-a938-38e6ad2b5103 · outbound

This paper cites Modulation and coding for linear Gaussian channels,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Modulation and coding for linear Gaussian channels,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:12.052239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bbc0faa3-8c1d-4f8e-92c3-af2476bd7261 · outbound

This paper cites On the optimality of uniform pulse amplitude modulation,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design On the optimality of uniform pulse amplitude modulation,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:11.959952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 89ca9bab-0150-4e5f-82a9-623f5c7313a0 · outbound

This paper cites Constellation-optimal beam- formers for multiuser MISO broadcast visible light communications,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Constellation-optimal beam- formers for multiuser MISO broadcast visible light communications,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:11.818653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation defb033d-4717-4ace-a8df-3f547de25f7f · outbound

This paper cites Signal processing and detection,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Signal processing and detection,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:11.685564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9038d512-39af-4936-8a9a-37d4c6af9668 · outbound

This paper cites Performance analysis of APSK modulation for DVB-S2 transmission over nonlin- ear channels,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Performance analysis of APSK modulation for DVB-S2 transmission over nonlin- ear channels,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:11.509552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4f564722-531e-48e3-989f-7fb2d8be5bb1 · outbound

This paper cites Approaching capacity by equiproba- ble signaling on the Gaussian channel,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Approaching capacity by equiproba- ble signaling on the Gaussian channel,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:11.383809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 36a47c37-55fd-49e1-a953-e3c598753b6f · outbound

This paper cites Constellation design for memoryless phase noise channels,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Constellation design for memoryless phase noise channels,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:11.329472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 72caaa8b-a631-4a0d-81b6-d62e02333f72 · outbound

This paper cites Optimization of two- dimensional signal constellations in the presence of Gaussian noise,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Optimization of two- dimensional signal constellations in the presence of Gaussian noise,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:11.320630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8d8105d6-a015-46a8-a465-9896ed583f61 · outbound

This paper cites Performance of nonuniform constellations on the Gaussian channel,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Performance of nonuniform constellations on the Gaussian channel,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:11.311718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 739c544a-bf1b-4b99-a428-5707b22cc668 · outbound

This paper cites Space modulation with CSI: Constellation design and performance evaluation,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Space modulation with CSI: Constellation design and performance evaluation,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:11.302218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5187c110-dcb2-4638-8801-25237ad298de · outbound

This paper cites On Designing Modulation for Over-the-Air Computation -- Part II: Pyramid Sampling.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design On Designing Modulation for Over-the-Air Computation -- Part II: Pyramid Sampling

Reference 42

Resolution: verified exact; local_arxiv, observed 2026-08-06T23:53:10.514458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 800301dd-aee5-43ac-8186-7b5f48fb5f34 · outbound

This paper cites Blind asynchronous over-the-air federated edge learning,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Blind asynchronous over-the-air federated edge learning,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:11.295692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 83fd8f17-6c68-4ed5-9f60-4794be3f6ae7 · outbound

This paper cites Optimal receive filter design for misaligned over-the-air computation,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Optimal receive filter design for misaligned over-the-air computation,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:11.289425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1f2ff9c6-6371-4130-92ab-1aea1ae76f9e · outbound

This paper cites Timely and painless breakups: Off-the-grid blind message recovery and users’ demixing,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Timely and painless breakups: Off-the-grid blind message recovery and users’ demixing,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:11.283203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c293d24e-75b9-4855-a057-b47b9a886a1f · outbound

This paper cites One-bit over-the-air aggregation for communication-efficient federated edge learning: Design and convergence analysis,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design One-bit over-the-air aggregation for communication-efficient federated edge learning: Design and convergence analysis,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:11.277130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 83b5ccf6-d110-4648-905e-3b1a75789451 · outbound

This paper cites Broadband analog aggregation for low-latency federated edge learning,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Broadband analog aggregation for low-latency federated edge learning,

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-06T23:53:09.853744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10bd24e5-621b-431b-b017-47082109aad8 · outbound

This paper cites Digital over-the-air computation: Achieving high reliability via bit-slicing,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Digital over-the-air computation: Achieving high reliability via bit-slicing,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:11.266692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b1ec2fb8-964d-4208-b22b-e8531eebd566 · outbound

This paper cites Asymptotic error probability analysis of quadratic receivers in Rayleigh-fading channels with applications to a unified analysis of coherent and noncoherent space-time receivers,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Asymptotic error probability analysis of quadratic receivers in Rayleigh-fading channels with applications to a unified analysis of coherent and noncoherent space-time receivers,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:11.260187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1669c983-5ac7-4364-8aed-5f0353568ddd · outbound

This paper cites Space-time codes for high data rate wireless communication: performance criterion and code construction,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Space-time codes for high data rate wireless communication: performance criterion and code construction,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:11.253210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 79757070-c37a-487d-a418-e962693da4d8 · outbound

This paper cites New exponential bounds and approximations for the computation of error probability in fading channels,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design New exponential bounds and approximations for the computation of error probability in fading channels,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:11.246354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fd8228c9-8f0c-4303-9420-6cb72babc98f · outbound

This paper cites Transmit beamforming for physical-layer multicasting,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Transmit beamforming for physical-layer multicasting,

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:11.238629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8e310f16-af1c-42f5-97ea-1cf8240c8b30 · outbound

This paper cites Ex- perimental evidence for heavy tailed interference in the IoT,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design Ex- perimental evidence for heavy tailed interference in the IoT,

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:11.231180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 129ce287-d990-46ed-9332-90d8eeb38521 · outbound

This paper cites A universal approximation result for difference of log-sum-exp neural networks,.

On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design A universal approximation result for difference of log-sum-exp neural networks,

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:53:11.120036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

Observation 50e16a77-3580-4e2c-93aa-ae61b390ddcb · inbound

On Designing Modulation for Over-the-Air Computation -- Part II: Pyramid Sampling cites this paper.

On Designing Modulation for Over-the-Air Computation -- Part II: Pyramid Sampling On Designing Modulation for Over-the-Air Computation -- Part I: Noise-Aware Design

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-06T23:56:19.468495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.