Grant free random access
Web[2024.05] "Jointly sparse support recovery via deep auto-encoder with applications in MIMO-based grant-free random access for mMTC," to appear in Proc. of IEEE SPAWC, 2024. [2024.05] "MAP-based pilot state detection in grant-free random access for mMTC," to appear in Proc. of IEEE SPAWC, 2024. WebIn this paper, we explore various multi-agent reinforcement learning (MARL) techniques to design grant-free random access (RA) schemes for low-complexity, low-power battery operated devices in massive machine-type communication (mMTC) wireless networks. We use value decomposition networks (VDN) and QMIX algorithms with parameter sharing …
Grant free random access
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WebDec 23, 2024 · Recently, grant-free random access schemes have received significant attention in the scientific community as a solution for extremely low-latency massive … WebApr 11, 2024 · Grant-free random access, where channel resources are accessed without undergoing assignment through a handshake process, is proposed in 5G New Radio as an important latency reducing solution. However, this comes at an increased likelihood of collisions resulting from uncontrolled channel access, when the same resources are …
WebOct 15, 2024 · Grant-Free Random Access in Massive MIMO for Static Low-Power IoT Nodes. Massive MIMO is a promising technology to enable a massive number of Internet … WebNonetheless, it represents well the case of 5G NR grant-free scheduling, where the access decision is random, and re-transmissions are optimized to achieve reliability [19]. In …
WebNov 30, 2024 · Abstract: We consider the problem of unsourced random access (U-RA), a grant-free uncoordinated form of random access, in a wireless channel with a massive … WebNov 19, 2024 · In this paper, we investigate the activity detection in grant-free random access for mMTC in cell-free massive MIMO networks using distributed arrays. Each …
WebNov 17, 2024 · Nonorthogonal multiple access (NOMA) is classified into grant-based (GB) random access (RA) and grant-free (GF) RA in 5G systems. GF NOMA RA allows user …
WebGrant-Free Random Access with Massive MIMO Hao Jiang, Daiming Qu, Jie Ding, and Tao Jiang, Senior Member, IEEE Abstract—Grant-free random access (RA) with massive MIMO is a promising RA technique with low signaling overhead that provides significant benefits in increasing the channel reuse efficiency. Since user equipment (UE) … fish brothers swindon seatWebJun 21, 2024 · Grant-free random access and uplink non-orthogonal multiple access (NOMA) have been introduced to reduce transmission latency and signaling overhead in massive machine-type communication (mMTC). In this paper, we propose two novel group-based deep neural network active user detection (AUD) schemes for the grant-free … fish brothers swindon limitedWebIn this paper, we introduce a comprehensive grant-free random access scheme for machine-type communication which is characterized by massive connectivity and low … fish brothers swindon nissanWebMay 26, 2024 · Confronted with the sporadic transmission from randomly activated IoT devices, we consider the random access (RA) mechanism and propose a grant-free … fish brothers toyotaWebOct 1, 2024 · Conventional grant-based random access scheme is inappropriate to massive Internet of Things (IoT) connectivity since massive devices results in large number of collisions. This is unacceptable for the low latency requirement in 5 G and future networks. ... In order to alleviate the above problems, grant-free (GF) random access … fish brothers swindon skodaWebMar 20, 2024 · The performance of grant-free random access (GF-RA) is limited by the number of accessible random access resources (RRs) due to the absence of collision resolution. Compressive sensing (CS)-based RA schemes scale up the RRs at the expense of increased non-orthogonality among transmitted signals. This paper presents the … fish brothers swindon ltdWebJul 2, 2024 · Several grant-free random access in conjunction with CS-based detectors were conceived for JADD in recent research [1,2,3,4,5,6,7,8]. However, they are difficult to avoid some inherent defects, such as high computational complexity and too ideal assumptions. Besides, the detection performance can be further improved if more prior … fish brothers swindon toyota