Query Timing Analysis for Content-Based Wake-Up Realizing Informative IoT Data Collection

被引:4
作者
Shiraishi, Junya [1 ]
Kalor, Anders E. E. [2 ]
Chiariotti, Federico [2 ]
Leyva-Mayorga, Israel [2 ]
Popovski, Petar [2 ]
Yomo, Hiroyuki [1 ]
机构
[1] Kansai Univ, Grad Sch Sci & Engn, Suita 5648680, Japan
[2] Aalborg Univ, Dept Elect Syst, DK-9100 Aalborg, Denmark
关键词
Timing; Receivers; Wireless sensor networks; Power demand; Markov processes; Data collection; Actuators; query age of information; wake-up radio; content-based wake-up; WIRELESS SENSOR; ENERGY-EFFICIENT;
D O I
10.1109/LWC.2022.3225333
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Information freshness and high energy-efficiency are key requirements for sensor nodes serving Industrial Internet of Things (IIoT) applications, where a sink node must collect informative data before a deadline to control an external element. Pull-based communication is an interesting approach for optimizing information freshness and saving wasteful energy. To this end, we apply Content-based Wake-up (CoWu), in which the sink can activate a subset of nodes observing informative data at the time that wake-up signal is received. In this case, the timing of the wake-up signal plays an important role: early transmission leads to high reliability in data collection, but the received data may become obsolete by the deadline, while later transmission ensures a higher timeliness of the sensed data, but some nodes might not manage to communicate their data before the deadline. This letter investigates the timing for data collection using CoWu and characterizes the gain of CoWu. The obtained numerical results show that CoWu improves accuracy, while reducing energy consumption by about 75% with respect to round-robin scheduling.
引用
收藏
页码:327 / 331
页数:5
相关论文
共 15 条
[1]  
[Anonymous], 2011, IEEE Std, V802, P4, DOI [10.1109/IEEESTD.2011.6012487, DOI 10.1109/IEEESTD.2011.6012487]
[2]  
Chiariotti Federico, 2022, IEEE Networking Letters, V4, P92, DOI [10.1109/lnet.2022.3172591, 10.1109/LNET.2022.3172591]
[3]   Query Age of Information: Freshness in Pull-Based Communication [J].
Chiariotti, Federico ;
Holm, Josefine ;
Kalor, Anders E. ;
Soret, Beatriz ;
Jensen, Soren K. ;
Pedersen, Torben B. ;
Popovski, Petar .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2022, 70 (03) :1606-1622
[4]   WAKE-UP RECEIVERS FOR WIRELESS SENSOR NETWORKS: BENEFITS AND CHALLENGES [J].
Demirkol, Ilker ;
Ersoy, Cem ;
Onur, Ertan .
IEEE WIRELESS COMMUNICATIONS, 2009, 16 (04) :88-96
[5]  
Kaul S., 2011, 2011 8th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks (SECON 2011), P350, DOI 10.1109/SAHCN.2011.5984917
[6]   Age of information: A new concept, metric, and tool [J].
Kosta A. ;
Pappas N. ;
Angelakis V. .
Foundations and Trends in Networking, 2017, 12 (03) :162-259
[7]   Ultra Low Power Wake-Up Radios: A Hardware and Networking Survey [J].
Piyare, Rajeev ;
Murphy, Amy L. ;
Kiraly, Csaba ;
Tosato, Pietro ;
Brunelli, Davide .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2017, 19 (04) :2117-2157
[8]   Periodical Top-k Ranking Query in Wireless Sensor Networks Exploiting Wake-Up Receivers [J].
Shiraishi, Junya ;
Yomo, Hiroyuki .
IEEE SENSORS JOURNAL, 2021, 21 (20) :23698-23710
[9]   Content-Based Wake-Up for Top-k Query in Wireless Sensor Networks [J].
Shiraishi, Junya ;
Yomo, Hiroyuki ;
Huang, Kaibin ;
Stefanovic, Cedomir ;
Popovski, Petar .
IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, 2021, 5 (01) :362-377
[10]   Industrial Internet of Things: Challenges, Opportunities, and Directions [J].
Sisinni, Emiliano ;
Saifullah, Abusayeed ;
Han, Song ;
Jennehag, Ulf ;
Gidlund, Mikael .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2018, 14 (11) :4724-4734