Gradient Based Multipath Reliable Transmission Strategy with Fault Tolerance for Wireless Sensor Networks

Li, Hongbing; Xiong, Qingyu; Shi, Wei; Zeng, Cheng; Min, Fan

doi:10.1155/2014/267421

Cited by 3 publications

(2 citation statements)

References 22 publications

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“…This usually means data repair and noise reduction. Several different data repairing mechanisms have been suggested, such as request retransmission mechanism (Li et al., 2014a), distributed storage mechanism (Omiwade & Zheng, 2012), multi‐path disjoint data transmission (Li et al., 2014b) and data redundancy backup (Srouji et al., 2011). Additionally, a compression sensing algorithm can be incorporated (Zhao, 2015).…”

Section: Measurementsmentioning

confidence: 99%

Water quality monitoring in recirculating aquaculture systems

Lindholm‐Lehto

2023

Aquaculture Fish & Fisheries

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Good water quality in recirculating aquaculture systems (RAS) is crucial for ensuring the successful growth and survival of reared species. So far, there are no regulations for which parameters should be measured in RAS, and each farmer decides which parameters to follow. Traditionally, water quality parameters have been measured at certain intervals with handheld sensors and laboratory analyses, which can be labour intensive. Currently, a variety of sensors and monitoring equipment is available, even for the real-time monitoring of water quality parameters. Internet of Things-based systems and artificial intelligence can be applied for the monitoring purposes which allows real-time measurements and warnings of critical situations. However, many of the modern systems need competent users and require regular maintenance and calibration. Changes in water quality also induces changes in fish behaviour, such as swimming activity, depth, acceleration and water quality can be assessed also based on these changes. In this review, water quality parameters, variety of sensors and monitoring technologies have been summarised to provide an overview of the current monitoring systems for water quality. Additionally, analytical methods for more advanced analyses have also been briefly summarised. Although there are several advanced options available for monitoring the basic water quality parameters, real-time measurements of more advanced parameters still required require further development. K E Y W O R D S aquaculture, fish behaviour, Internet of Things (IoT), monitoring equipment, recirculating aquaculture systems (RAS), water quality 1 INTRODUCTION Recirculating aquaculture systems (RAS) are land-based intensive aquaculture systems where water is re-used typically via mechanical and biological treatment to reduce the consumption of water and yet maintain adequate water quality (Martins et al., 2010). RAS utilises modern knowledge of biology, environmental sciences, mechanical engineering and information technology (Xiao et al., 2019). Circulating water is reused multiple times, and only a small proportion is replaced with clean water (Chun et al.

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Section: Measurementsmentioning

confidence: 99%

Water quality monitoring in recirculating aquaculture systems

Lindholm‐Lehto

2023

Aquaculture Fish & Fisheries

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“…Multipath routing can be utilized to ensure network reliability, enhance network utilization, increase network throughput, and improve congestion control [1][2][3][4][5]. It can also effectively support realizing advance networking techniques such as energy balancing, load sharing, fault tolerance, and quality of service [6][7][8][9]. For RPL, multipath routing can motivate wide IoT deployments for applications with strict requirements.…”

Section: Introductionmentioning

confidence: 99%

The support of multipath routing in IPv6-based internet of things

Alsukayti¹

2020

IJECE

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The development of IPv6-based network architectures for Internet of Things (IoT) systems is a feasible approach to widen the horizon for more effective applications, but remains a challenge. Network routing needs to be effectively addressed in such environments of scarce computational and energy resources. The Internet Engineering Task Force (IETF) specified the IPv6 Routing Protocol for Low Power and Lossy Network (RPL) to provide a basic IPv6-based routing framework for IoT networks. However, the RPL design has the potential of extending its functionality to a further limit and incorporating the support of advanced routing mechanisms. These include multipath routing which has opened the doors for great improvements towards efficient energy balancing, load distribution, and even more. This paper fulfilled a need for an effective review of recent advancements in Internet of Things (IoT) networking. In particular, it presented an effective review and provided a taxonomy of the different multipath routing solutions enhancing the RPL protocol. The aim was to discover its current state and outline the importance of integrating such a mechanism into RPL to revive its potentiality to a wider range of IoT applications. This paper also discussed the latest research findings and provided some insights into plausible follow-up researches.

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DA-Bi-SRU for water quality prediction in smart mariculture

Chen

et al. 2022

Computers and Electronics in Agriculture

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Gradient Based Multipath Reliable Transmission Strategy with Fault Tolerance for Wireless Sensor Networks

Cited by 3 publications

References 22 publications

Water quality monitoring in recirculating aquaculture systems

Water quality monitoring in recirculating aquaculture systems

The support of multipath routing in IPv6-based internet of things

DA-Bi-SRU for water quality prediction in smart mariculture

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