Automatic meter reading in the smart grid using contention based random access over the free cellular spectrum

被引:33
|
作者
Yaacoub, Elias [1 ]
Abu-Dayya, Adnan [1 ]
机构
[1] QMIC, Doha, Qatar
关键词
Automatic meter reading; Advanced metering infrastructure; OFDMA; Aloha; Random access protocols; SCHEME; NETWORK;
D O I
10.1016/j.bjp.2013.10.009
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Real-time transmission of smart meter measurement data is investigated. A contention based approach exploiting the unused cellular spectrum, e.g. of 4G Long Term Evolution (LIE), is proposed. The proposed approach uses subsets of LIE resource blocks (RBs) as allocation units. It is based on channel aware reservation slotted Aloha over orthogonal frequency division multiple access (OFDMA) using time/frequency slots, which leads to a reduction of collision probability, prevents collisions in the transmission phase, and allows detecting these collisions at the reservation phase. The proposed method relies on an access point (AP) that indicates the "available" OFDMA subcarriers to the contending devices after receiving this information through coordination with the cellular base station (BS): The BS informs the AP of the LIE RBs that it intends to keep free for a certain time period (e.g., because the current load on the network does not mandate their allocation to primary cellular users). Then, with the proposed approach, the AP transmits pilot signals on the free channels so that they can be used by the contending devices. Simulation results show that a large number of smart meters can be successfully accommodated within a limited coverage area with the proposed approach, while transmitting their measurement data in real-time. (C) 2013 Elsevier B.V. All rights reserved.
引用
收藏
页码:171 / 183
页数:13
相关论文
共 34 条
  • [21] PF-DA: Pairing Free and Secure Data Aggregation for Energy Internet-Based Smart Meter-to-Grid Communication
    Verma, Girraj Kumar
    Gope, Prosanta
    Kumar, Neeraj
    IEEE TRANSACTIONS ON SMART GRID, 2022, 13 (03) : 2294 - 2304
  • [22] Distributed statistical inference using Type Based Random Access over multi-access fading channels
    Anandkumar, Animashree
    Tong, Lang
    2006 40TH ANNUAL CONFERENCE ON INFORMATION SCIENCES AND SYSTEMS, VOLS 1-4, 2006, : 38 - 43
  • [23] Performance analysis of smart grid distribution system using global EV charging station as smart load based on automatic variac transformer
    Ismeil, Mohamed A.
    Hussein, Hany S.
    Nasrallah, M.
    ELECTRICAL ENGINEERING, 2024, 106 (04) : 5179 - 5188
  • [24] PIC MICROCONTROLLER-BASED AUTOMATIC METER READING (AMR) SYSTEM USING A LOW VOLTAGE (LV) POWER LINE NETWORK
    Moghavvemi, M.
    Tan, S. Y.
    Wong, S. K.
    INTERNATIONAL JOURNAL OF ENGINEERING, 2005, 18 (01): : 39 - 50
  • [25] Q-learning based Random Access with Collision free RACH interactions for Cellular M2M
    Bello, Lawal Mohammed
    Mitchell, Paul
    Grace, David
    Mickus, Tautvydas
    2015 9TH INTERNATIONAL CONFERENCE ON NEXT GENERATION MOBILE APPLICATIONS, SERVICES AND TECHNOLOGIES (NGMAST 2015), 2015, : 78 - 83
  • [26] Decision-Based Cooperative Spectrum Sensing Using Random Medium-Access Sequential Reporting
    Ahmed, Ahmed A.
    Abu Alkheir, Ala
    Mouftah, Hussein T.
    CANADIAN JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING-REVUE CANADIENNE DE GENIE ELECTRIQUE ET INFORMATIQUE, 2020, 43 (03): : 181 - 189
  • [27] Discussion of a power line carrier communications-based anti-islanding scheme using a commercial automatic meter reading system
    Ropp, M.
    Larson, D.
    Meendering, S.
    McMahon, D.
    Ginn, J.
    Stevens, J.
    Bower, W.
    Gonzalez, S.
    Fennell, K.
    Brusseau, L.
    CONFERENCE RECORD OF THE 2006 IEEE 4TH WORLD CONFERENCE ON PHOTOVOLTAIC ENERGY CONVERSION, VOLS 1 AND 2, 2006, : 2351 - +
  • [28] Channel Access and Power Control for Energy-Efficient Delay-Aware Heterogeneous Cellular Networks for Smart Grid Communications Using Deep Reinforcement Learning
    Asuhaimi, Fauzun Abdullah
    Bu, Shengrong
    Klaine, Paulo Valente
    Imran, Muhammad Ali
    IEEE ACCESS, 2019, 7 : 133474 - 133484
  • [29] Wearable Sensors for Activity Analysis using SMO-based Random Forest over Smart home and Sports Datasets
    Tahir, Sheikh Badar Ud Din
    Jalal, Ahmad
    Batool, Mouazma
    2020 3RD INTERNATIONAL CONFERENCE ON ADVANCEMENTS IN COMPUTATIONAL SCIENCES (ICACS), 2020,
  • [30] Distributed Q-Learning Based Dynamic Spectrum Access in High Capacity Density Cognitive Cellular Systems Using Secondary LTE Spectrum Sharing
    Morozs, Nils
    Grace, David
    Clarke, Tim
    2014 INTERNATIONAL SYMPOSIUM ON WIRELESS PERSONAL MULTIMEDIA COMMUNICATIONS (WPMC), 2014, : 462 - 467