Paper Citation Record · LEDGER

Over-the-Air Computation Systems: Optimization, Analysis and Scaling Laws

As of 16 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:1909.00329.

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

pith.paper-citation-record.v1
1909.00329 v2

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T06:05:40.642702Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

26 of 26 outbound references displayed

verified exact1
verified fuzzy19
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d569a883-c749-4ca5-ab9d-1ee9529e0886 · outbound

This paper cites Data mining with big data,.

Over-the-Air Computation Systems: Optimization, Analysis and Scaling Laws Data mining with big data,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:05:41.007971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3dbc6e98-1a3a-40ab-a4a1-95a082f02cbe · outbound

This paper cites Inc, Data Never Sleeps 6.0 , 2018.

Over-the-Air Computation Systems: Optimization, Analysis and Scaling Laws Inc, Data Never Sleeps 6.0 , 2018

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:05:40.995330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6e96a3a8-dda9-4f93-b6c7-eeba31112e38 · outbound

This paper cites Approximate complexity and functional representation,.

Over-the-Air Computation Systems: Optimization, Analysis and Scaling Laws Approximate complexity and functional representation,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:05:40.981311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1d701c56-3992-4d16-b677-0810b4fa0c11 · outbound

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

Over-the-Air Computation Systems: Optimization, Analysis and Scaling Laws Robust analog function computation via wireless multiple-access channels,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:05:40.961801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 64334271-10ad-4a7a-8f3f-79d53fc2f2be · outbound

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

Over-the-Air Computation Systems: Optimization, Analysis and Scaling Laws Harnessing interference for analog function computation in wireless sensor networks,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:05:40.948802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation dc122b06-733a-461a-b9bc-6bfcf8453d44 · outbound

This paper cites Exploiting the superposition property of wireless communication for average consensus problems in multi-agent systems,.

Over-the-Air Computation Systems: Optimization, Analysis and Scaling Laws Exploiting the superposition property of wireless communication for average consensus problems in multi-agent systems,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:05:40.935115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 52bd1a14-ad59-4e65-a00d-7e75a8d37b52 · outbound

This paper cites Towards an Intelligent Edge: Wireless Communication Meets Machine Learning.

Over-the-Air Computation Systems: Optimization, Analysis and Scaling Laws Towards an Intelligent Edge: Wireless Communication Meets Machine Learning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-14T06:05:40.567279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc151d76-e494-4b79-86a2-371dc72f91da · outbound

This paper cites Machine Learning at the Wireless Edge: Distributed Stochastic Gradient Descent Over-the-Air.

Over-the-Air Computation Systems: Optimization, Analysis and Scaling Laws Machine Learning at the Wireless Edge: Distributed Stochastic Gradient Descent Over-the-Air

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-14T06:05:40.571225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6d14a84-cc49-4a17-a394-1301d5ba9009 · outbound

This paper cites Wireless Federated Distillation for Distributed Edge Learning with Heterogeneous Data.

Over-the-Air Computation Systems: Optimization, Analysis and Scaling Laws Wireless Federated Distillation for Distributed Edge Learning with Heterogeneous Data

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-14T06:05:40.575172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ea33c1e-4d53-426e-a53f-e0e4b8623e99 · outbound

This paper cites Nomographic gossiping for f-consensus,.

Over-the-Air Computation Systems: Optimization, Analysis and Scaling Laws Nomographic gossiping for f-consensus,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:05:40.922105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation de0117fb-4f82-47ca-9e65-8ca7356c8f74 · outbound

This paper cites Over-the-air Function Computation in Sensor Networks.

Over-the-Air Computation Systems: Optimization, Analysis and Scaling Laws Over-the-air Function Computation in Sensor Networks

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-14T06:05:40.584174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5be15b1b-6352-425d-a32c-54b6a7dc7a12 · outbound

This paper cites MIMO over-the-air computation for high-mobility multimodal sensing,.

Over-the-Air Computation Systems: Optimization, Analysis and Scaling Laws MIMO over-the-air computation for high-mobility multimodal sensing,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:05:40.909212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7c8b06a3-ae29-48e0-86a6-7b626632fd63 · outbound

This paper cites Wirelessly powered data aggregation for IoT via over-the-air function computation: Beamforming and power control,.

Over-the-Air Computation Systems: Optimization, Analysis and Scaling Laws Wirelessly powered data aggregation for IoT via over-the-air function computation: Beamforming and power control,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-14T06:05:40.593132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84ebc25c-4353-4c21-853f-b4a69914ee3e · outbound

This paper cites On the channel estimation effort for analog computation over wireless multiple-access channels,.

Over-the-Air Computation Systems: Optimization, Analysis and Scaling Laws On the channel estimation effort for analog computation over wireless multiple-access channels,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:05:40.886057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7e18d1af-0710-414e-8476-4d8c728bc3a3 · outbound

This paper cites The CEO problem,.

Over-the-Air Computation Systems: Optimization, Analysis and Scaling Laws The CEO problem,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:05:40.874436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation aee4c0b1-bd75-490f-ad32-dc1dd5bbc8eb · outbound

This paper cites Distortion outage minimization and diversity order analysis for coherent multiaccess,.

Over-the-Air Computation Systems: Optimization, Analysis and Scaling Laws Distortion outage minimization and diversity order analysis for coherent multiaccess,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:05:40.862235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a9509819-2625-43ba-bfe5-c5a094e6bc18 · outbound

This paper cites Linear coherent decentralized estimation,.

Over-the-Air Computation Systems: Optimization, Analysis and Scaling Laws Linear coherent decentralized estimation,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:05:40.850289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9cb41a24-5818-4802-a58c-39f910ba6a64 · outbound

This paper cites Optimal power allocation for parameter tracking in a distributed amplify-and- forward sensor network,.

Over-the-Air Computation Systems: Optimization, Analysis and Scaling Laws Optimal power allocation for parameter tracking in a distributed amplify-and- forward sensor network,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:05:40.838175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 79f4fe58-07c8-41f5-a582-9b793bf3cdf8 · outbound

This paper cites Power allocation for outage minimization in state estimation over fading channels,.

Over-the-Air Computation Systems: Optimization, Analysis and Scaling Laws Power allocation for outage minimization in state estimation over fading channels,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:05:40.825241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a8c61d70-62d6-4511-bde4-2775b3ad0c17 · outbound

This paper cites Wireless networked control systems with coding-free data transmission for industrial IoT,.

Over-the-Air Computation Systems: Optimization, Analysis and Scaling Laws Wireless networked control systems with coding-free data transmission for industrial IoT,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:05:40.812653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2b195681-8727-4451-b8a0-48114c8fe591 · outbound

This paper cites Uncoded transmission is exactly optimal for a simple Gaussian “Sensor.

Over-the-Air Computation Systems: Optimization, Analysis and Scaling Laws Uncoded transmission is exactly optimal for a simple Gaussian “Sensor

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:05:40.797929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation df9b2638-0b60-4060-b75f-f0e4e10c6ffa · outbound

This paper cites Optimized Power Control for Over-the-Air Computation in Fading Channels.

Over-the-Air Computation Systems: Optimization, Analysis and Scaling Laws Optimized Power Control for Over-the-Air Computation in Fading Channels

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-14T06:05:40.682686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ccf9fccd-320f-4502-a0d2-12b5c2bd5451 · outbound

This paper cites Sum capacity of the vector gaussian broadcast channel and uplink-downlink duality,.

Over-the-Air Computation Systems: Optimization, Analysis and Scaling Laws Sum capacity of the vector gaussian broadcast channel and uplink-downlink duality,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:05:40.784323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 70f4e5ab-71be-40aa-90a3-a6d6d2dc83f8 · outbound

This paper cites Guaranteed performance region in fading orthogonal space-time coded broadcast channels,.

Over-the-Air Computation Systems: Optimization, Analysis and Scaling Laws Guaranteed performance region in fading orthogonal space-time coded broadcast channels,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:05:40.772176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 01cde294-79a0-4bb4-b324-6d8f71fe6192 · outbound

This paper cites Inference from randomized transmissions by many backscatter sensors,.

Over-the-Air Computation Systems: Optimization, Analysis and Scaling Laws Inference from randomized transmissions by many backscatter sensors,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:05:40.758526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6019248f-864c-4d46-aa16-1a8c7fb10928 · outbound

This paper cites an unresolved cited work.

Over-the-Air Computation Systems: Optimization, Analysis and Scaling Laws Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-14T06:05:40.745099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

No inbound Pith citation observations are available.