Additive Metric Composition-Based Load Aware Reliable Routing Protocol for Improving the Quality of Service in Industrial Internet of Things

被引:1
作者
Dharmalingaswamy, Anitha [1 ]
Pitchai, Latha [2 ]
机构
[1] Govt Coll Engn, Dept Comp Sci & Engn, Tirunelveli, India
[2] Govt Coll Engn, Dept Elect & Elect Engn, Tirunelveli, India
关键词
Neighbor index; objective function; reliability; residual energy; RSSI; LOW-POWER; LOSSY NETWORKS; RPL;
D O I
10.34028/iajit/20/6/12
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The Internet of Things (IoT) is the collection of low-power devices deployed in real-time applications like industries, health care and agriculture. The real-time applications must quickly sense, analyze and react to the data within a time frame. So the data's should be transmitted without any delay. The Routing Protocol for Low-power and Lossy Networks (RPL) is used to route the data by finding the optimal path. RPL forward the data packets from source to destination based on the objective functions. The objective functions can be designed using different routing metrics and most of the existing objective functions are not designed based on the characteristics of IoT applications. The Industrial Internet of Things (IIoT) environment with realtime data transfer characteristic is considered for this proposed work. Packet loss, power depletion and load balancing are the problems faced by real-time environment. Neighbor Indexed based RPL (NI-RPL) is implemented in two steps to improve efficiency of RPL. First, based on the Received Signal Strength Indicator (RSSI) and path-cost the preferred-parent set is formed from the set of neighboring nodes. Second, the rank of the nodes from the preferred-parent set is calculated based on the Neighbor Index (NI), Expected Transmission count (ETX) and Residual Energy (RE), and then the best route is selected based on the rank. The NI is used to avoid congestion, the ETX and RE helps in improving the Quality of Service (QoS) and lifetime of the network. The proposed objective function, NI-RPL is compared with other objective functions. NI- RPL guarantees the delivery of real -time data with better QoS, because it has improved the packet delivery ratio by 3% to 5% and decreases latency by 7 to 12 seconds.
引用
收藏
页码:954 / 964
页数:11
相关论文
共 38 条
[1]  
Adewumi OG, 2013, 2013 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY (ICIT), P1534, DOI 10.1109/ICIT.2013.6505900
[2]   IoT Security Using AES Encryption Technology based ESP32 Platform [J].
Al-Mashhadani, Mohammad ;
Shujaa, Mohamed .
INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY, 2022, 19 (02) :214-223
[3]   Toward an understanding of recent developments in RPL routing [J].
Alsukayti, Ibrahim S. ;
Alreshoodi, Mohammed .
IET NETWORKS, 2019, 8 (06) :356-366
[4]   Brad-OF: An Enhanced Energy-Aware Method for Parent Selection and Congestion Avoidance in RPL Protocol [J].
Behrouz Vaziri, Behrad ;
Toroghi Haghighat, Abolfazl .
WIRELESS PERSONAL COMMUNICATIONS, 2020, 114 (01) :783-812
[5]   FreeBW-RPL: A New RPL Protocol Objective Function for Internet of Multimedia Things [J].
Bouzebiba, Hadjer ;
Lehsaini, Mohamed .
WIRELESS PERSONAL COMMUNICATIONS, 2020, 112 (02) :1003-1023
[6]   A reliable link quality-based RPL routing for Internet of Things [J].
Charles, A. S. Joseph ;
Kalavathi, P. .
SOFT COMPUTING, 2022, 26 (01) :123-135
[7]   Considerations about the Signal Level Measurement in Wireless Sensor Networks for Node Position Estimation [J].
Dolha, Stelian ;
Negirla, Paul ;
Alexa, Florin ;
Silea, Ioan .
SENSORS, 2019, 19 (19)
[8]  
Echoukairi H., 2023, Journal of Communications, V18, P301, DOI [DOI:10.12720/jcm.18.5.301-309, DOI 10.12720/JCM.18.5.301-309]
[9]   IRH-OF: A New Objective Function for RPL Routing Protocol in IoT Applications [J].
Eloudrhiri Hassani, Abdelhadi ;
Sahel, Aicha ;
Badri, Abdelmajid .
WIRELESS PERSONAL COMMUNICATIONS, 2021, 119 (01) :673-689
[10]   A Survey of Limitations and Enhancements of the IPv6 Routing Protocol for Low-Power and Lossy Networks: A Focus on Core Operations [J].
Ghaleb, Baraq ;
Al-Dubai, Ahmed Y. ;
Ekonomou, Elias ;
Alsarhan, Ayoub ;
Nasser, Youssef ;
Mackenzie, Lewis M. ;
Boukerche, Azzedine .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2019, 21 (02) :1607-1635