Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T00:57:22.757043Z
Paper Citation Record · LEDGER
As of 22 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2505.02554.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T00:57:22.757043Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
47 of 47 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation e5f34132-1593-40a5-a91f-3b1576ad9e36 · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC Integrating sensing an d communi- cations for ubiquitous IoT: Applications, trends, and chal lenges,
Reference 1
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.
Observation 2f1b6e1f-1341-4cd6-88d5-96bd7f441a12 · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC Integrated sensing and communications: Toward dual-func tional wire- less networks for 6G and beyond,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a27a0c6a-7488-4108-ad62-dc08590ab5f4 · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC A survey on fundamental limits of integrated sensing and communication,
Reference 3
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.
Observation 16d824a0-2ac2-4b5b-aa75-d34ac5e3a18b · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC Integrated sensing and communication signals tow ard 5G-A and 6G: A survey,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 92931937-68b3-40d6-a701-ab32c1ef3ede · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC Framework and overall objectives of the future development of IMT for 2030 and beyond,
Reference 5
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.
Observation c1db0f8d-c7bb-4359-ae66-508129a717d6 · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC Practical issues and challenges in CSI-based integ rated sensing and communication,
Reference 6
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.
Observation 49ee904c-7beb-492d-b23d-be1f6e1faa79 · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC I ntegrated human activity sensing and communications,
Reference 7
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.
Observation d53c0e20-168e-4a8d-bf52-a98ce4987683 · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC Forward-compatibl e integrated sensing and communication for WiFi,
Reference 8
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.
Observation 0ec8bbb7-f8c9-4e8e-94d5-e065770ef785 · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC A vision of 6G wireless sy stems: Applications, trends, technologies, and open research pro blems,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 737d6f55-b900-4bd6-9b10-38d20126b3bc · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC Radio resource allo cation for integrated sensing, communication, and computation netwo rks,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c5d0a95-5be8-41d3-be4c-d0e589a25650 · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC Over-the-air integ rated sensing, communication, and computation in IoT networks,
Reference 11
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.
Observation fcb26c37-1507-43c1-b1e0-3ce7499104e3 · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC Multi-functional beamforming design for integrate d sensing, communication, and computation,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 73a128d7-2650-49ec-a257-02a850462e79 · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC Joi nt beam- forming and offloading design for integrated sensing, commu nication and computation system,
Reference 13
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.
Observation 1e03efb6-51e6-4837-bc1f-4966aa2a09fa · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC A Framework of RIS-assisted ICSC User-centric Based Systems: Latency Optimization and Design
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87316a10-5321-466c-b641-aa0921d34e10 · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC A survey on radar-based continuous human activity recogni tion,
Reference 15
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.
Observation 98f374eb-bd48-4fe5-ae0a-04741f4ca78e · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC Sens ing as a service in 6G perceptive networks: A unified framework for I SAC resource allocation,
Reference 16
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.
Observation 0d328c63-d365-4cd3-9209-442d8dd48c8e · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC Rob ust and secure resource allocation for ISAC systems: A novel opt imiza- tion framework for variable-length snapshots,
Reference 17
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.
Observation 75e5ecad-3176-48be-812d-55dd039557aa · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC RIS-assisted communica tion radar coexistence: Joint beamforming design and analysis,
Reference 18
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.
Observation b16c5da0-fa55-4382-9e2a-57d1ab842167 · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC Dis- tributed unsupervised learning for interference manageme nt in integrated sensing and communication systems,
Reference 19
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.
Observation d92f50b7-2ce9-40bb-86bf-c908656479ed · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC Iterat ive signal processing for integrated sensing and communication syste ms,
Reference 20
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.
Observation cecefedf-9914-4be0-ad20-15c89066aebd · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC Active RIS aided ISAC systems: Beamforming design and perf ormance analysis,
Reference 21
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.
Observation 84420876-a0a6-49e7-997f-0ea796c40bf4 · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC SenCom: Integrated sensing and communication with practical WiFi,
Reference 22
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.
Observation 55d1ee36-1564-4a67-b670-dd52529683ea · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC Performance analysis of ISAC syste m under correlated communication-sensing channel,
Reference 23
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.
Observation cfd68b27-572d-4f5d-8188-bc3a47115f50 · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC Edge com put- ing with artificial intelligence: A machine learning perspe ctive,
Reference 24
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.
Observation bbfd2545-54e7-44e8-b2b0-6735d35bf2f9 · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC A su rvey on mobile edge computing: The communication perspective,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8cc0751-c0db-4aa6-a38b-0acd3c96981c · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC Joint resource allocation for latenc y-sensitive services over mobile edge computing networks with caching,
Reference 26
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.
Observation ed997bb7-89f9-46ac-b8c2-b2d38b235dc4 · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC Multi-objective parallel task offloading and content cach ing in D2D- aided MEC networks,
Reference 27
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.
Observation 27c1b0ac-dabf-4418-b6df-15c1ca770120 · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC Resource allocation for mu ltiuser edge inference with batching and early exiting,
Reference 28
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.
Observation 7b4b804b-696a-4bb8-88c0-cf37f722c934 · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC D istributed foundation models for multi-modal learning in 6G wireless n etworks,
Reference 29
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.
Observation d9eafeef-f0f3-4712-8253-ac9c172498a6 · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC Pushing AI to wireless network edge: An overview on integra ted sensing, communication, and computation towards 6G,
Reference 30
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.
Observation a38940f2-4d60-4f36-9851-0c93f8400012 · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC Task- oriented sensing, computation, and communication integra tion for multi- device edge AI,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e47c4211-5a29-4f2e-b91c-8a96d921ef22 · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC Task -oriented over-the-air computation for multi-device edge AI,
Reference 32
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.
Observation 99d2d8ec-8f80-4072-a660-fba09943a3d8 · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC Device scheduling for p rivacy- aware integrated sensing, computation, and communication systems,
Reference 33
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.
Observation 4d2f082d-d060-4dc1-be86-d7c795fa4c24 · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC Integ rated sensing, communication and computation for over-the-air f ederated learning in 6G wireless networks,
Reference 34
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.
Observation 63dc972c-b338-4da6-9380-6999b0482c2d · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC Integrated sensing, com putation, and communication: System framework and performance optim ization,
Reference 35
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.
Observation 580d9577-6e4b-472c-8d12-24ecac42e6f9 · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC OFDM radar with LTE waveform: Processing and performance,
Reference 36
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.
Observation 1715418d-ec00-434c-ad69-007424303825 · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC WiFi sensing with channel st ate information: A survey,
Reference 37
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.
Observation bc8fe3ea-7c87-4bd1-bafe-0ed76632df6c · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC Miller and D
Reference 38
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.
Observation f1436a34-2595-440c-9290-ca25411a1443 · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC CARIN: Wireless CSI-based driver ac tivity recognition under the interference of passengers,
Reference 39
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.
Observation a4b7e391-47fa-479a-91d3-25db50115da0 · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC Integrated sensing and communication from learning persp ective: An SDP3 approach,
Reference 40
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.
Observation 4b790eb7-0457-44b6-878b-c0e80081541e · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC Optimizing the learning performance in mobile augmented reality systems with CNN,
Reference 41
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.
Observation dc7dd6ab-f50f-4ef9-86d6-12f2cf359ac0 · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC Global convergence of ADMM in nonconvex nonsmooth optimization,
Reference 42
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.
Observation 796a1291-c3dc-4643-b821-a740ce1a1cd1 · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC Nonlinear programming,
Reference 43
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.
Observation d057fb4b-0b3b-4581-a2b0-7f9a4fab111d · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC A survey of scheduling with p arallel batch (p-batch) processing,
Reference 44
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.
Observation 6fbad377-89d3-4e38-b5a3-7f6875f144ac · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC Eliminating the barriers: Demystify ing Wi-Fi baseband design and introducing the picoscenes Wi-Fi sensi ng platform,
Reference 45
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.
Observation f2697298-57cf-46ae-9699-f02450f17bfe · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC CNN features off-the-shelf: An astounding baseline for recogn ition,
Reference 46
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.
Observation 15513d23-a18f-4bf6-a3c6-1fc7cbd21691 · outbound
Sensing Framework Design and Performance Optimization with Action Detection for ISCC Reco nfig- urable intelligent surface assisted integrated sensing, c ommunication and computation systems,
Reference 47
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.
No inbound Pith citation observations are available.