FSB-System: A Detection System for Fire, Suffocation, and Burn Based on Fuzzy Decision Making, MCDM, and RGB Model in Wireless Sensor Networks

Gharajeh, Mohammad Samadi

doi:10.1007/s11277-019-06141-3

Cited by 4 publications

(2 citation statements)

References 62 publications

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“…To save energy and balance the network load, SICRA calculates the ideal routing route by examining the transmission coverage, connection link, and other criteria.NMRouting is a neural controller based on perceptron and an MCDM controller that determines the optimum pathways for sending data packets in a neural-MCDM-based routing protocol that has been suggested for MANETs. To increase network dependability, three different queue types are also used [43]. With the use of fuzzy theory, MCDM, and an RGB model, the FSB-System is a detection system that is presented for estimating the likelihood of fire, asphyxia, and burns.…”

Section: Related Workmentioning

confidence: 99%

Blockchain-assisted Secure Routing Protocol for Cluster-based Mobile-ad Hoc Networks

Ilakkiya

Rajaram

2023

INT J COMPUT COMMUN, Int. J. Comput. Commun. Control

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MANETs aredecentralized network that involves mobile nodes. As the overall network is mobile and has no centralization, network management, routing, and security become very challenging. Though many works have been presented, still there is a lack in organizing the network due to unauthorized access, centralized security schemes, and the dynamic nature of the nodes. This paper proposed a novel Blockchain-assisted Secure Routing (Block-Sec) protocol for MANETs. All mobile nodes are authenticated by Distributed One-Time Passcode (DOT) based authorization scheme. All authorized nodes are segregated into multiple clusters based on Weight based Dynamic Clustering (WDC) algorithm in which multiple metrics are considered in clustering and re-clustering processes. After cluster formation, each cluster is elected with optimal Cluster Head (CH) by Strawberry Optimization (SBO) algorithm with a new objective function. After cluster formation, the optimal route is selected by Fast Neural Net-assisted Fuzzy (FNNF) algorithm by combining multiple variables. Data transmission is secured by Efficient Elliptic Curve (E2C2) algorithm. With the combined algorithms, the proposed approach obtainedimproved efficiency in packet delivery ratio (PDR), throughput, time analysis, and security level.

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Section: Related Workmentioning

confidence: 99%

Blockchain-assisted Secure Routing Protocol for Cluster-based Mobile-ad Hoc Networks

Ilakkiya

Rajaram

2023

INT J COMPUT COMMUN, Int. J. Comput. Commun. Control

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“…nication blind areas in special environments such as forests and forest farms [1], [2]. This paper studies communication blind areas in the forest environment, returns to traditional ground wireless communication theory, investigates the adaptive environmental factors in the forest environment, and constructs spatial channel matrices in forest areas.…”

Section: Introductionmentioning

confidence: 99%

Improvement of the Spatial Channel Matrix Mapping and Precoding Algorithm in the Forest Environment

Zhang

Wang

et al. 2019

IEEE Access

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Few studies have been conducted on the forest spatial channel matrix, most of which were conducted by experts and scholars in the field of communications. The mature cellular network channel coding matrix was ''transplanted'' to the vegetation-covered space, and the effects of the various vegetation dielectric constants, the forest canopy density and other objective factors on the traditional cellular channel were ignored. To overcome this problem, this paper built a relay network that is suitable for forest environments. This network was an effective complement to the existing cellular communication network for expanding the coverage of signals in the forest. On this basis, this paper analysed the multi-antenna relay transmission protocol and proposed an additional spatial channel matching (mapping) matrix between the forward and backward filters. This matrix was designed to consider the effect of the complex forest environment on the channel to reduce the relaying noise power. Then, under the forest cellular relay network topology, a spatial channel matrix structure (based on unitary matrix) that is suitable for the forest environment is proposed. This matrix can be incorporated into various relay protocols and considers the source node preprocessing operation and the destination node equalizer. The forest relay cooperative network that is proposed in this paper can effectively expand the coverage of signals in forest areas; however, due to the inherent limitations of the relay network, many problems will be encountered in practical applications. For example, the precoding scheme that is based on phase correction requires the terminal node to feed the phase correction factor back to the forest base station node; however, the system performance is substantially affected by the feedback accuracy and the arrival delay difference. Due to the uncertain rank of the integrated channel in the forest base station precoding scheme, it was necessary to adapt to a variety of antenna ports, which rendered the design of the precoding codebook highly difficult. In addition, when the number of transmission layers was greater than 1, the local precoding scheme also encountered the problem of inter-layer interference (ILI). Based on a detailed analysis of the shortcomings of the previous scheme and the strategy of partial coherence transmission, this paper proposes an improved algorithm of incoherent joint transmission technology and an improved precoding scheme that are suitable for forest relay systems. The signal that is transmitted by the relay node and the feedback signal is corrected via layer exchange between cells and via phase correction. By changing the layer's exchange information and phase information, it can be adapted to various forest environments, such as artificial forests, natural forests, and virgin forests. Finally, the outage probability is considered as a performance indicator in the simulation of the forest environment wireless relay system. The theoretical analysis and simulation results demonstrate the s...

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A new multi-sensor fire detection method based on LSTM networks with environmental information fusion

Liu

Xiang

2023

Neural Comput & Applic

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FSB-System: A Detection System for Fire, Suffocation, and Burn Based on Fuzzy Decision Making, MCDM, and RGB Model in Wireless Sensor Networks

Cited by 4 publications

References 62 publications

Blockchain-assisted Secure Routing Protocol for Cluster-based Mobile-ad Hoc Networks

Blockchain-assisted Secure Routing Protocol for Cluster-based Mobile-ad Hoc Networks

Improvement of the Spatial Channel Matrix Mapping and Precoding Algorithm in the Forest Environment

A new multi-sensor fire detection method based on LSTM networks with environmental information fusion

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