Occupancy-Aware Power Saving for Smart Parking IoT Sensors

被引:0
|
作者
Coulibaly, Moussa [1 ]
Errami, Ahmed [1 ]
Sabir, Essaid [1 ,2 ]
机构
[1] Hassan II Univ Casablanca, LRI Lab, ENSEM, NEST Res Grp, BP 8118 Oasis, Casablanca, Morocco
[2] Univ Quebec Montreal UQAM, Comp Sci Dept, Montreal, PQ H2L 2C4, Canada
关键词
Smart Parking; IoT Sensors; Battery Lifetime; Energy Efficiency; Power Saving; Occupancy-Aware Sampling; Sleep Time Adjustment;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
IoT sensors in smart parking, according to their sleep duration, wake up automatically and make the sensing to determine parking spot status (vacant/occupied). These periodic awakenings, if they are necessary and useful when the parking spot is vacant, they are much less when it is occupied. Here we propose a new algorithm based on occupancy-aware concept to adopt an opportunistic sleep duration. When the spot is vacant, the sensor will wake up according to the conventional sleep duration. However, once the parking place is detected occupied, the sensor will not wake up according to this time but according to another time greater than the previous sleep time duration. The first results obtained by our approach are promising. Thanks to our new occupancy-aware algorithm, the battery lifetime of IoT parking sensors is more than tripled when the occupancy rate is important.
引用
收藏
页数:6
相关论文
共 50 条
  • [31] A Review on Smart IOT Based Parking System
    Saleem, Adil Ali
    Siddiqui, Hafeez Ur Rehman
    Shafique, Rahman
    Haider, Abdullah
    Ali, Muhammad
    [J]. RECENT ADVANCES ON SOFT COMPUTING AND DATA MINING (SCDM 2020), 2020, 978 : 264 - 273
  • [32] IoTRec: The IoT Recommender for Smart Parking System
    Saleem, Yasir
    Sotres, Pablo
    Fricker, Samuel
    Lopez de la Torre, Carmen
    Crespi, Noel
    Lee, Gyu Myoung
    Minerva, Roberto
    Sanchez, Luis
    [J]. IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING, 2022, 10 (01) : 280 - 296
  • [33] Smart and Connecting City Parking - Leveraging Iot
    Rakshit, Nilasha
    Som, Subhranil
    Tuli, Vipul
    Khatri, Sunil Kumar
    [J]. 2017 INTERNATIONAL CONFERENCE ON INFOCOM TECHNOLOGIES AND UNMANNED SYSTEMS (TRENDS AND FUTURE DIRECTIONS) (ICTUS), 2017, : 584 - 587
  • [34] A SMART PARKING SYSTEM COMBINING IOT AND AI TO ADDRESS IMPROPER PARKING
    Laaouafy, Mostapha
    Lakrami, Fatima
    Labouidya, Oidad
    [J]. INTERNATIONAL JOURNAL ON INFORMATION TECHNOLOGIES AND SECURITY, 2024, 16 (02): : 39 - 50
  • [35] Development and Evaluation of Occupancy-Aware HVAC Control for Residential Building Energy Efficiency and Occupant Comfort
    Turley, Christina
    Jacoby, Margarite
    Pavlak, Gregory
    Henze, Gregor
    [J]. ENERGIES, 2020, 13 (20)
  • [36] IoT Blockchain for Smart Sensors
    Voicu, Vladimir
    Petreus, DorM
    Etz, Radu
    [J]. 2020 43RD INTERNATIONAL SPRING SEMINAR ON ELECTRONICS TECHNOLOGY (ISSE), 2020,
  • [37] A Context-Aware Smart Parking System
    Biondi, Salvatore
    Monteleone, Salvatore
    Catania, Vincenzo
    La Torre, Giuseppe
    [J]. 2016 12TH INTERNATIONAL CONFERENCE ON SIGNAL-IMAGE TECHNOLOGY & INTERNET-BASED SYSTEMS (SITIS), 2016, : 450 - 454
  • [38] A Fairness-aware Smart Parking Scheme Aided by Parking Lots
    Jin, Cheng
    Wang, Lei
    Shu, Lei
    Feng, Yuyao
    Xu, Xueqing
    [J]. 2012 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2012, : 2119 - 2123
  • [39] Enhancing Energy Saving in Smart Farming through Aggregation and Partition Aware IoT Routing Protocol
    Fathallah, Karim
    Abid, Mohamed Amine
    Ben Hadj-Alouane, Nejib
    [J]. SENSORS, 2020, 20 (10)
  • [40] Low Power IoT Network Sensors Optimization for Smart Cities Applications
    Fialho, Vitor
    Fortes, Fernando
    [J]. 2019 2ND INTERNATIONAL CONFERENCE ON SMART ENERGY SYSTEMS AND TECHNOLOGIES (SEST 2019), 2019,