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Paper Citation Record · LEDGER

Joint Optimization of Computation Offloading and Resource Allocation in ISAC-assisted SAGIN-based IoT

As of 22 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2509.08238.

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

pith.paper-citation-record.v1
2509.08238 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T21:05:14.937900Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

15 of 15 outbound references displayed

  • verified exact1
  • verified fuzzy14
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 68b1d8c9-6df8-4b21-8d92-b4aa904fd174 · outbound

This paper cites Integrating communi- cation, sensing and computing in satellite Internet of Things: Challenges and opportunities,.

Joint Optimization of Computation Offloading and Resource Allocation in ISAC-assisted SAGIN-based IoT Integrating communi- cation, sensing and computing in satellite Internet of Things: Challenges and opportunities,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T21:05:15.240051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-04T21:05:14.866598Z digest=sha256:7f0d56d60f6b33d090812b66bd2955893a202db1eff5a15376c4035f95da1958

Observation 87ea8741-e070-49cb-aedb-95769eb15642 · outbound

This paper cites Marine IoT systems with space- air-sea integrated networks: Hybrid LEO and UA V edge computing,.

Joint Optimization of Computation Offloading and Resource Allocation in ISAC-assisted SAGIN-based IoT Marine IoT systems with space- air-sea integrated networks: Hybrid LEO and UA V edge computing,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T21:05:15.221523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 8c402186-eac1-453d-9f34-ce90b2c1d5f1 · outbound

This paper cites Space/aerial-assisted computing offloading for IoT applications: A learning-based approach,.

Joint Optimization of Computation Offloading and Resource Allocation in ISAC-assisted SAGIN-based IoT Space/aerial-assisted computing offloading for IoT applications: A learning-based approach,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T21:05:15.204660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 877fae6c-539d-4ca5-82ee-a101cebaacab · outbound

This paper cites Integrated communications and localization for massive MIMO LEO satellite systems,.

Joint Optimization of Computation Offloading and Resource Allocation in ISAC-assisted SAGIN-based IoT Integrated communications and localization for massive MIMO LEO satellite systems,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T21:05:15.188951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-04T21:05:14.882972Z digest=sha256:76cf86605dd2eb0a1749c46b5897d460b61cc8d893e6ab362736d93322ed9c77

Observation f2d38ad1-f8ed-4612-a216-de0efa58c818 · outbound

This paper cites Integrated sensing and communications enabled low earth orbit satellite systems,.

Joint Optimization of Computation Offloading and Resource Allocation in ISAC-assisted SAGIN-based IoT Integrated sensing and communications enabled low earth orbit satellite systems,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T21:05:15.171149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-04T21:05:14.888184Z digest=sha256:1098db58aadae3bd72e1fc182db3c528bc6ac7ee0ac8e0ef1c90008def61e87e

Observation 94ec9c08-1191-40ee-993f-7b5da7530f2b · outbound

This paper cites Beamforming design and trajectory optimization for UA V-empowered adaptable integrated sensing and com- munication,.

Joint Optimization of Computation Offloading and Resource Allocation in ISAC-assisted SAGIN-based IoT Beamforming design and trajectory optimization for UA V-empowered adaptable integrated sensing and com- munication,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T21:05:15.155092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-04T21:05:14.893248Z digest=sha256:a84341f4f030a5d4a2411bfd9a6abad9874e5a1fc738158dc5e56c1508d35fbd

Observation 2732de48-4ff8-423c-aaad-4bb6d6dcafef · outbound

This paper cites UA V-assisted communications in SAGIN-ISAC: Mobile user tracking and robust beamforming,.

Joint Optimization of Computation Offloading and Resource Allocation in ISAC-assisted SAGIN-based IoT UA V-assisted communications in SAGIN-ISAC: Mobile user tracking and robust beamforming,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T21:05:15.138269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-04T21:05:14.899461Z digest=sha256:fbd8b84f6a95751cdc289856c1313aa0a1b5cac38fdee569073ecbbcbcbc8527

Observation 7ca61a4c-e25a-4a0b-b87f-27131d04c686 · outbound

This paper cites LEO satellite-enabled random access with large differential delay and doppler shift,.

Joint Optimization of Computation Offloading and Resource Allocation in ISAC-assisted SAGIN-based IoT LEO satellite-enabled random access with large differential delay and doppler shift,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T21:05:15.120664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-04T21:05:14.904011Z digest=sha256:32b4d9f9b4a0016b8e33ba3c486af9fb57c9bbb86e05975758ed412da8403258

Observation 846e5d09-6c03-4812-8df1-a94d6a9c539b · outbound

This paper cites Cell-free MIMO perceptive mobile networks: Cloud vs. edge processing,.

Joint Optimization of Computation Offloading and Resource Allocation in ISAC-assisted SAGIN-based IoT Cell-free MIMO perceptive mobile networks: Cloud vs. edge processing,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T21:05:15.104655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-04T21:05:14.909331Z digest=sha256:05a92652003b31a3901f240afc6006eb4155dad44afc2a3905b25714ad46af46

Observation a1dc8551-17b3-477e-9a90-91fbfd6faa15 · outbound

This paper cites Robust energy-efficient hybrid beamforming design for massive MIMO LEO satellite communication systems,.

Joint Optimization of Computation Offloading and Resource Allocation in ISAC-assisted SAGIN-based IoT Robust energy-efficient hybrid beamforming design for massive MIMO LEO satellite communication systems,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T21:05:15.084923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-04T21:05:14.913530Z digest=sha256:06ba8cad61ebbbc5c038a8abced9ae2786d740f3cdf1586dcfb1257670a384f9

Observation 6f74c786-359a-4480-b8a5-625ed653ec9b · outbound

This paper cites Optimal signal design for detection of Gaussian point targets in stationary Gaussian clutter/reverberation,.

Joint Optimization of Computation Offloading and Resource Allocation in ISAC-assisted SAGIN-based IoT Optimal signal design for detection of Gaussian point targets in stationary Gaussian clutter/reverberation,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T21:05:15.064305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-04T21:05:14.917976Z digest=sha256:dd44c49be95500771d69a548ceb9ec33a8fb1cd8ee7b8bcc3e9950f22467b7ef

Observation eeef21a9-d316-4c3a-a9e3-a7827d2bcee8 · outbound

This paper cites Multi-static target detection and power allocation for integrated sensing and communication in cell-free massive MIMO,.

Joint Optimization of Computation Offloading and Resource Allocation in ISAC-assisted SAGIN-based IoT Multi-static target detection and power allocation for integrated sensing and communication in cell-free massive MIMO,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T21:05:15.044187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-04T21:05:14.922808Z digest=sha256:89a72065b1a2ddc3a82086ce3a093416260b66100bbe4fd49ac5f6eda3a41d50

Observation 1db882fd-6268-4d08-91ec-d41316063cd5 · outbound

This paper cites Energy-efficient channel estimation in MIMO systems,.

Joint Optimization of Computation Offloading and Resource Allocation in ISAC-assisted SAGIN-based IoT Energy-efficient channel estimation in MIMO systems,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T21:05:15.025272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-04T21:05:14.928002Z digest=sha256:50175035f66fc935c61686229ba0c152b4ffc24bc9245cb37cd61bddd47df68b

Observation b2181265-3a08-4dbf-b1a4-11b8e4402a21 · outbound

This paper cites Parallel and Distributed Methods for Nonconvex Optimization-Part I: Theory.

Joint Optimization of Computation Offloading and Resource Allocation in ISAC-assisted SAGIN-based IoT Parallel and Distributed Methods for Nonconvex Optimization-Part I: Theory

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-08-04T21:05:14.988216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation dc9f41e7-ef2b-4a7f-94d8-8d029f608431 · outbound

This paper cites Integrated sensing and communication assisted mobile edge computing: An energy- efficient design via intelligent reflecting surface,.

Joint Optimization of Computation Offloading and Resource Allocation in ISAC-assisted SAGIN-based IoT Integrated sensing and communication assisted mobile edge computing: An energy- efficient design via intelligent reflecting surface,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T21:05:15.005794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-04T21:05:14.937900Z digest=sha256:f7736ed1411ce2c6df20b6cb1c7d788fffbb6ed5b127f2b08f749a73aaed77c5

Pith citing papers

No inbound Pith citation observations are available.