A New Look for Outage and Ergodic Improvements in Coordinated IoT Paradigms With Hybrid Multiple Access

IF 7.1 2区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Thai-Hoc Vu;Anh-Tu Le;Thien Huynh-The;Daniel Benevides da Costa;Sunghwan Kim
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Abstract

As spectrum utilization becomes increasingly scarce due to the exponential growth of intelligent connected devices in the Internet of Things (IoT), developing efficient communication protocols with simultaneous improvements in energy and spectrum usage is critical in response to the demands of cost-effective IoT devices. In this work, we propose a hybrid orthogonal and non-orthogonal multiple-access protocol in coordinated direct uplink/downlink and relay transmission for low-cost IoT paradigms, where a source node engages in direct transmission with proximate IoT users and relies on a relay node for distant connections. This protocol offers a successive interference cancellation–free approach and does not require any channel disparity for power allocation. Exact and asymptotic analytical expressions for the outage probability (OP) and ergodic capacity (EC) are derived. Numerical results demonstrate that the proposed protocol significantly improves OP–by 8 folds for the respective proximate users while maintaining the same OP for distant users over classical coordinated non-orthogonal multiple access–and delivers superior EC performance for proximate IoT users at low to moderate signal-to-noise ratios (SNRs) and distant users at most SNR. Moreover, critical tasks for minimizing the maximal OP and maximizing the ergodic sum capacity have been undertaken to achieve outage fairness and enhance the overall system's capacity. These non-convex problems are efficiently addressed by applying the analytical asymptotic-inspired alternative optimization.
混合多重接入协调物联网范例中的中断和误码改进新视角
由于物联网(IoT)中智能连接设备的指数级增长,频谱利用率变得越来越稀缺,因此开发高效的通信协议,同时改善能源和频谱使用,对于响应具有成本效益的物联网设备的需求至关重要。在这项工作中,我们提出了一种用于协调直接上行/下行链路和中继传输的混合正交和非正交多址协议,用于低成本物联网范例,其中源节点与近距离物联网用户进行直接传输,并依赖中继节点进行远程连接。该协议提供了一种连续的无干扰消除方法,并且不需要任何信道差来进行功率分配。导出了停运概率(OP)和遍历容量(EC)的精确和渐近解析表达式。数值结果表明,所提出的协议显著提高了各自近端用户的OP值,提高了8倍,同时与经典的协调非正交多址访问相比,远程用户保持相同的OP值,并为低至中等信噪比(SNR)的近端物联网用户和高信噪比的远程用户提供了卓越的EC性能。此外,还承担了最小化最大OP和最大化遍历和容量的关键任务,以实现停电公平性和提高整个系统的容量。这些非凸问题通过应用解析渐近启发的备选优化有效地解决了。
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来源期刊
CiteScore
6.00
自引率
8.80%
发文量
1245
审稿时长
6.3 months
期刊介绍: The scope of the Transactions is threefold (which was approved by the IEEE Periodicals Committee in 1967) and is published on the journal website as follows: Communications: The use of mobile radio on land, sea, and air, including cellular radio, two-way radio, and one-way radio, with applications to dispatch and control vehicles, mobile radiotelephone, radio paging, and status monitoring and reporting. Related areas include spectrum usage, component radio equipment such as cavities and antennas, compute control for radio systems, digital modulation and transmission techniques, mobile radio circuit design, radio propagation for vehicular communications, effects of ignition noise and radio frequency interference, and consideration of the vehicle as part of the radio operating environment. Transportation Systems: The use of electronic technology for the control of ground transportation systems including, but not limited to, traffic aid systems; traffic control systems; automatic vehicle identification, location, and monitoring systems; automated transport systems, with single and multiple vehicle control; and moving walkways or people-movers. Vehicular Electronics: The use of electronic or electrical components and systems for control, propulsion, or auxiliary functions, including but not limited to, electronic controls for engineer, drive train, convenience, safety, and other vehicle systems; sensors, actuators, and microprocessors for onboard use; electronic fuel control systems; vehicle electrical components and systems collision avoidance systems; electromagnetic compatibility in the vehicle environment; and electric vehicles and controls.
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