Design of optimized compressed sensing routing protocol for wireless multimedia sensor networks

Abstract

Wireless multimedia sensor networks (WMSNs), with its exceptional properties, have found a sturdy and steady spot in automation and surveillance applications. The WMSN had made a massive drift of concentration from the wireless sensor networks with its capability of retrieving multimedia files through multimedia devices. The huge capacity data transfer through the multimedia sensors drain the power capacity of the sensors and is considered to be the vital challenge of the WMSNs. The challenges associated with the WMSNs are the restrictions in resources, connectivity, and security and maintaining a good level of quality of service (QoS). This paper proposes a novel protocol, optimized compressed sensing routing protocol (OCSRP), that performs the routing of multimedia data in a highly efficient manner through which the aforementioned research challenges like resource restrictions and QoS can be addressed. In addition, the security methods were incorporated in routing mechanism, and the results were compared with the existing LEACH algorithm. The quantitative analysis proves that the proposed model possesses high level of QoS with high level of security than the existing security algorithms.

A Systematic Literature Review of Automation Quality of Service in Computer Networks: Research Trends, Datasets, and Methods

“…Based on Figure 6, Nine (12%) articles used public datasets and Sixty-four (88%) used private datasets. Public datasets are sourced from ProgrammableWeb [18], Unicauca-Version-2 [19], ITU and Ericsson [5], PlanetLab [20], OpenStreetMap and Google Maps [21], MATERNA [22], Wiley [6], Zeek [23], GWA-T-13 MATERNA [24]. The distribution of dataset sources from public and private is presented in Figure 7.…”

“…Quality of Service (QoS) is a concept used to organize and control how a network handles data traffic [3] [4]. QoS uses various techniques to prioritize data traffic [5] and guarantee a level of service that matches the needs of the application or service being used [6]. It is useful for ensuring that a network can provide reliable and predictable service to its users [7], regardless of the level of network load.…”

MPIGA – Multipath Selection Using Improved Genetic Algorithm

“…The best optimal routing path achieves using a proposed approach of HDRSS than the other existing methods. Soundarajan Ramesh et al, [17] proposed a novel protocol of optimized and compressed sensing routing protocol (OCSRP) to overcome the challenges like QoS and resource restrictions. Based on a quantitative analysis, the results were proved that the proposed method achieves higher QoS with high security level compared to the exiting LEACH algorithms.…”

Research on Routing Algorithm of Construction Robot Cluster Enhanced Ad Hoc Network

“…Because of their relatively strong mobility and limited energy, the nodes of construction robots have high requirements for the effectiveness of routing protocols. At present, the design and optimization of routing protocols are mainly divided into four categories [ 3 , 4 , 5 ]: (1) Reducing node energy consumption; (2) Reducing node load; (3) Maintaining link stability; (4) Dynamic maintenance [ 6 , 7 ]. Building a high-reliability, large-bandwidth, and low-latency communication network required for coordinated control and scheduling for construction robot clusters [ 8 , 9 ] expounded the construction and spatial modeling of the ground robot cluster communication network and integrated positioning and communication into the robot network, but ignored the complex secondary, coupling superposition characteristics of the industrial site.…”

“…Because of their relatively strong mobility and limited energy, the nodes of construction robots have high requirements for the effectiveness of routing protocols. At present, the design and optimization of routing protocols are mainly divided into four categories [3][4][5]:…”