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Energy Saving in Cell-Free Massive MIMO ISAC for Ultra-Reliable Target-Aware Actuation

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arxiv 2401.10315 v4 pith:YQWIEVTQ submitted 2024-01-18 cs.IT eess.SPmath.IT

classification cs.ITeess.SPmath.IT
keywords sensingenergycommunicationcomplexityisacprocessingultra-reliableactuation
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Emerging 6G sensing-based applications rely on ultra-reliable target-aware actuation, where timely and accurate sensing information triggers critical actions. Achieving this requires tightly integrated sensing and communication (ISAC) under stringent reliability and latency constraints. This paper investigates ISAC in a downlink cell-free massive multiple-input multiple-output (CF-mMIMO) system supporting multi-static sensing and ultra-reliable low-latency communications (URLLC). We propose a joint power and blocklength allocation algorithm to minimize total energy consumption, accounting for both radio-site and cloud-side processing energy for communication and sensing, while meeting communication and sensing requirements. The non-convex optimization problem is solved using a combination of feasible point pursuit-successive convex approximation (FPP-SCA), concave-convex programming (CCP), and fractional programming techniques. We consider two types of target detectors: clutter-aware and clutter-unaware, each with distinct complexity and performance trade-offs. A computational complexity analysis based on giga-operations per second (GOPS) is conducted to quantify the processing requirements of communication and sensing tasks. We also introduce the refreshing rate for sensing information and derive a closed-form expression that accounts for both observation and processing delays. Simulation results show that the proposed algorithm achieves up to 34% energy reduction compared to schemes using the maximum allowable blocklength and enhances detection capability while consuming less total energy. Clutter-aware detectors, despite higher complexity, require fewer antennas and sensing receive APs, yielding up to 40% energy savings.

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Cited by 5 Pith papers

Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score. Full citation record

  1. Posterior-Confidence Driven Beamforming for Energy-Efficient Integrated Sensing and Communication

    eess.SP 2026-07 conditional novelty 6.0 of 10

    A posterior-confidence and innovation-gated sensing policy embedded in an SDP beamformer cuts ISAC transmit power by relaxing sensing illumination during high-confidence epochs, at modest tracking cost.

  2. A MIMO ISAC System for Ultra-Reliable and Low-Latency Communications

    cs.IT 2025-01 reject novelty 6.0 of 10

    A sensing-triggered URLLC scheme using dirty-paper coding is analyzed in the finite blocklength regime, yielding a rate-reliability-detection trade-off that the authors claim outperforms power-sharing and time-sharing.

  3. Green Cell-Free Massive MIMO for ISAC: Joint Cloud, Fronthaul and Radio Resource Allocation

    cs.IT 2026-07 conditional novelty 5.0 of 10

    Joint radio-fronthaul-cloud optimization cuts total power in cell-free massive MIMO ISAC networks by 50-59% versus transmit-power-only optimization for distributed multi-target sensing.

  4. Communicate or Sense? AP Mode Selection in mmWave Cell-Free Massive MIMO-ISAC

    eess.SP 2024-12 conditional novelty 5.0 of 10

    A sequential mode-selection algorithm, which picks communication-only transmitters first and sensing receivers second, gives the best balance of fewer active access points and low runtime in mmWave cell-free ISAC networks.

  5. A Comprehensive Survey of 5G URLLC and Challenges in the 6G Era

    cs.NI 2025-08 conditional novelty 2.0 of 10

    A broad literature survey of 5G URLLC across PHY, MAC, cross-layer, ML, and security, with a 6G challenges and research directions section.

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