Paper Citation Record · LEDGER

Integrated Heterogeneous Service Provisioning: Unifying Beyond-Communication Capabilities with MDMA in 6G and Future Wireless Networks

As of 13 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2411.18598.

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

pith.paper-citation-record.v1
2411.18598 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T11:05:52.886053Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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 exact0
verified fuzzy15
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a8e69fba-8b6e-4fd5-97e1-e79ff65bde0c · outbound

This paper cites On the road to 6G: Visions, requirements, key technologies, and testbeds,.

Integrated Heterogeneous Service Provisioning: Unifying Beyond-Communication Capabilities with MDMA in 6G and Future Wireless Networks On the road to 6G: Visions, requirements, key technologies, and testbeds,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:05:53.077631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 51686c58-ed6a-473b-bbc4-367706aed695 · outbound

This paper cites Framework and overall objectives of the future development of IMT for 2030 and beyond,.

Integrated Heterogeneous Service Provisioning: Unifying Beyond-Communication Capabilities with MDMA in 6G and Future Wireless Networks Framework and overall objectives of the future development of IMT for 2030 and beyond,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:05:53.066790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4f319910-10f5-4cbb-b1ca-b2abf8d1875a · outbound

This paper cites UA V-enabled integrated sensing and communication: Opportunities and challenges,.

Integrated Heterogeneous Service Provisioning: Unifying Beyond-Communication Capabilities with MDMA in 6G and Future Wireless Networks UA V-enabled integrated sensing and communication: Opportunities and challenges,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:05:53.056225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ea2076f7-5219-49f4-ba16-7366c0e5add2 · outbound

This paper cites DeepSense 6G: A large-scale real-world multi- modal sensing and communication dataset,.

Integrated Heterogeneous Service Provisioning: Unifying Beyond-Communication Capabilities with MDMA in 6G and Future Wireless Networks DeepSense 6G: A large-scale real-world multi- modal sensing and communication dataset,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:05:53.045256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 581acec1-16fa-4a54-9677-fab3e361e5c2 · outbound

This paper cites Realizing 6G: The operational goals, enabling technolo- gies of future networks, and value-oriented intelligent multi-dimensional multiple access,.

Integrated Heterogeneous Service Provisioning: Unifying Beyond-Communication Capabilities with MDMA in 6G and Future Wireless Networks Realizing 6G: The operational goals, enabling technolo- gies of future networks, and value-oriented intelligent multi-dimensional multiple access,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:05:53.034461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 914e7a30-586b-40f2-a09d-576528b22760 · outbound

This paper cites Situation-aware resource allocation for multi-dimensional intelligent multiple access: A proactive deep learning framework,.

Integrated Heterogeneous Service Provisioning: Unifying Beyond-Communication Capabilities with MDMA in 6G and Future Wireless Networks Situation-aware resource allocation for multi-dimensional intelligent multiple access: A proactive deep learning framework,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:05:53.020693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ee5236f8-4fe7-40b1-bf40-9fdc05e42eb9 · outbound

This paper cites Multi-dimensional multiple access with resource utiliza- tion cost awareness for individualized service provisioning in 6G,.

Integrated Heterogeneous Service Provisioning: Unifying Beyond-Communication Capabilities with MDMA in 6G and Future Wireless Networks Multi-dimensional multiple access with resource utiliza- tion cost awareness for individualized service provisioning in 6G,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:05:53.008032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 260a0176-5096-40b2-bf4c-0dc9dd541cfb · outbound

This paper cites Applications of multi-agent reinforcement learning in future Internet: A comprehensive survey,.

Integrated Heterogeneous Service Provisioning: Unifying Beyond-Communication Capabilities with MDMA in 6G and Future Wireless Networks Applications of multi-agent reinforcement learning in future Internet: A comprehensive survey,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:05:52.997393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 092a0d00-5318-41bf-a99b-c9406dc29bb5 · outbound

This paper cites Unsupervised learning for reference signals over- head reduction in 3GPP MIMO systems,.

Integrated Heterogeneous Service Provisioning: Unifying Beyond-Communication Capabilities with MDMA in 6G and Future Wireless Networks Unsupervised learning for reference signals over- head reduction in 3GPP MIMO systems,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:05:52.986830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 658ae133-2396-4fe4-a4c2-2b284479c9c7 · outbound

This paper cites Packet header compression: A principle-based survey of standards and recent research studies,.

Integrated Heterogeneous Service Provisioning: Unifying Beyond-Communication Capabilities with MDMA in 6G and Future Wireless Networks Packet header compression: A principle-based survey of standards and recent research studies,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:05:52.975510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9840254e-1619-4041-8615-57a3f4daf16e · outbound

This paper cites Breaking cellular IoT with forged data-plane signaling: Attacks and countermeasure,.

Integrated Heterogeneous Service Provisioning: Unifying Beyond-Communication Capabilities with MDMA in 6G and Future Wireless Networks Breaking cellular IoT with forged data-plane signaling: Attacks and countermeasure,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:05:52.963658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4d366948-3a02-4d43-995a-ded87455420a · outbound

This paper cites Intelligent and low overhead network synchronization for large-scale industrial IoT systems in the 6G era,.

Integrated Heterogeneous Service Provisioning: Unifying Beyond-Communication Capabilities with MDMA in 6G and Future Wireless Networks Intelligent and low overhead network synchronization for large-scale industrial IoT systems in the 6G era,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:05:52.951826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f0fde3d2-1c39-45c6-ba6e-ddb1e520ba6c · outbound

This paper cites Medium Access Control (MAC) protocol specification,.

Integrated Heterogeneous Service Provisioning: Unifying Beyond-Communication Capabilities with MDMA in 6G and Future Wireless Networks Medium Access Control (MAC) protocol specification,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:05:52.941091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 887b7d88-7f6d-4a4c-a1f6-0239d4830606 · outbound

This paper cites A new virtual network topology based digital twin for spatial-temporal load-balanced user association in 6G HetNets,.

Integrated Heterogeneous Service Provisioning: Unifying Beyond-Communication Capabilities with MDMA in 6G and Future Wireless Networks A new virtual network topology based digital twin for spatial-temporal load-balanced user association in 6G HetNets,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:05:52.929842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 787b22a8-4df6-4385-8ee8-10dcfe88eabb · outbound

This paper cites Maximizing the value of service provisioning in multi- user ISAC systems through fairness guaranteed collaborative resource allocation,.

Integrated Heterogeneous Service Provisioning: Unifying Beyond-Communication Capabilities with MDMA in 6G and Future Wireless Networks Maximizing the value of service provisioning in multi- user ISAC systems through fairness guaranteed collaborative resource allocation,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:05:52.917237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

No inbound Pith citation observations are available.