Interference classification for IEEE 802.15.4 networks

被引：3

作者：

Pesovic, Uros ^{[1
]}

Djurasevic, Sladjana ^{[1
]}

Lukovic, Vanja ^{[1
]}

Planinsic, Peter ^{[2
]}

机构：

[1] Univ Kragujevac, Fac Tech Sci Cacak, Cacak, Serbia

[2] Univ Maribor, Fac Elect Engn & Comp Sci, Maribor, Slovenia

来源：

2020 INTERNATIONAL CONFERENCE ON BROADBAND COMMUNICATIONS FOR NEXT GENERATION NETWORKS AND MULTIMEDIA APPLICATIONS (COBCOM) | 2020年

关键词：

IEEE; 802.15.4; coexistence; interference classification; k-means clustering; machine learning;

D O I：

10.1109/cobcom49975.2020.9174119

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

Wireless sensor networks most commonly operate in 2.4 GHz band using the IEEE 802.15.4 standard for wireless transmission between sensor nodes. This frequency band is also used by IEEE 802.11 and IEEE 802.15.1 networks which operate with higher transmitting powers and could cause significant inter-protocol interference, especially in highly urbanized areas. To improve coexistence in 2.4 GHz band, IEEE 802.15.4 networks must to be able to identify and evade these interferences. In this paper, we present practical implementation of interference classification algorithm based on the k-means clustering which could be used by low-cost commercially available IEEE 802.15.4 transceivers.

引用

页数：4

共 50 条

[1] Interference Mitigation in IEEE 802.15.4 Networks
Han, Jin-Seok
Kim, Hyung-Sin
Bang, Jae-Seok
Lee, Yong-Hwan
2011 IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE (GLOBECOM 2011), 2011,
[2] Interference detection and mitigation in IEEE 802.15.4 networks
Shah, Rahul C.
Nachman, Lama
2008 INTERNATIONAL CONFERENCE ON INFORMATION PROCESSING IN SENSOR NETWORKS, PROCEEDINGS, 2008, : 553 - 554
[3] Interference Study of Coexisting IEEE 802.11 and 802.15.4 Networks
Mamadou, Ali Mamadou
Toussaint, Joel
Chalhoub, Gerard
2019 8TH INTERNATIONAL CONFERENCE ON PERFORMANCE EVALUATION AND MODELING IN WIRED AND WIRELESS NETWORKS (PEMWN), 2019,
[4] PRM - Private Interference Discovery for IEEE 802.15.4 Networks
George, Dominik Roy
Sciancalepore, Savio
2022 IEEE CONFERENCE ON COMMUNICATIONS AND NETWORK SECURITY (CNS), 2022, : 136 - 144
[5] Cross-Channel Interference in IEEE 802.15.4 Networks.
Toscano, Emanuele
Lo Bello, Lucia
WFCS 2008: IEEE INTERNATIONAL WORKSHOP ON FACTORY COMMUNICATION SYSTEMS, PROCEEDINGS, 2008, : 139 - 148
[6] An Interference Mitigation Scheme for IEEE 802.15.4 Networks under IEEE 802.11b/g Interference
Subbu, Kalyan Pathapati
Soman, Suchith
2014 INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION AND NETWORKING TECHNOLOGIES (ICCCNT, 2014,
[7] Adaptive CCA for IEEE 802.15.4 Wireless Sensor Networks to Mitigate Interference
Yuan, Wei
Linnartz, Jean-Paul M. G.
Niemegeers, Ignas G. M. M.
2010 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC 2010), 2010,
[8] Investigating interference between LoRa and IEEE 802.15.4g networks
Orfanidis, Charalampos
Feeney, Laura Marie
Jacobsson, Martin
Gunningberg, Per
2017 IEEE 13TH INTERNATIONAL CONFERENCE ON WIRELESS AND MOBILE COMPUTING, NETWORKING AND COMMUNICATIONS (WIMOB), 2017, : 441 - 448
[9] Wireless Industrial Networks under Interference Conditions based on IEEE 802.15.4
Gouvea da Silva, Carlos Alexandre
dos Santos, Edson Leonardo
Osinski, Cristiano
2018 13TH IEEE INTERNATIONAL CONFERENCE ON INDUSTRY APPLICATIONS (INDUSCON), 2018, : 169 - 173
[10] PERFORMANCE EVALUATION OF IEEE 802.15.4 NETWORKS IN THE PRESENCE OF α-η-μ FADING, INTERFERENCE AND NOISE
Bandur, Milos
Bandur, Doko
Jaksic, Branimir
Micic, Aleksandar
Todorovic, Jelena
REVUE ROUMAINE DES SCIENCES TECHNIQUES-SERIE ELECTROTECHNIQUE ET ENERGETIQUE, 2021, 66 (03): : 191 - 194

← 1 2 3 4 5 →