Effective Use of Low Power Heterogeneous Wireless Multimedia Sensor Networks for Surveillance Applications Using IEEE 802.15.4 Protocol


Kenges N., EVER E., YAZICI A.

35th International Conference on Advanced Information Networking and Applications, AINA 2021, Toronto, Kanada, 12 - 14 Mayıs 2021, cilt.227, ss.242-251, (Tam Metin Bildiri) identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası: 227
  • Doi Numarası: 10.1007/978-3-030-75078-7_25
  • Basıldığı Şehir: Toronto
  • Basıldığı Ülke: Kanada
  • Sayfa Sayıları: ss.242-251
  • Orta Doğu Teknik Üniversitesi Kuzey Kıbrıs Kampüsü Adresli: Evet

Özet

With the recent technological advancements in video sensors, digital signal processing units and digital radio interfaces, low-cost devices such as Wireless Multimedia Sensor Networks (WMSNs) became an important part of surveillance applications. The scarcity of resources for these devices introduces new challenges in terms of energy consumption, and Quality of Service (QoS) guarantees. One of the challenges is processing and transmission of large volumes of multimedia data. In this paper, the efficiency of WMSN applications where the computations are performed at the sensor nodes is considered. A real-life testbed is employed as well as simulation models in Castalia. The network using proposed architecture showed better results in terms of Quality of Service and Quality of Experience, while still preserving application requirements.