Abstract—Hierarchical routing is a promising approach for point-to point routing with very small routing state. While there are many theoretical analyses and high-level simulations demonstrating its benefits, there has been little work to evaluate it in a realistic wireless sensor network setting. Based on numerous proposed hierarchical routing infrastructures, we surveyed some hierarchical clustering algorithms and briefly discussed them. Main purpose of this paper is to present some recent hierarchical protocols and point out silent features of them. These routing protocols very much benefit in prolonging network lifetime and save energy of sensor nodes.
Keywords: hierarchical protocols, clustering, wireless sensor networks, residual
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Due to limited and non-rechargeable energy provision, the energy resource of sensor networks should be managed wisely to extend the lifetime of sensors. Sensor networks have recently emerged as a platform for several important surveillance and control applications .Each sensor has an onboard radio that can be used to send the collected data to interested parties. One of the advantages of wireless sensors networks (WSNs) is their ability to operate unattended in harsh environments in which contemporary human-in-the-loop monitoring schemes are risky, inefficient and sometimes infeasible. Therefore, sensors are expected to be deployed randomly in the area of interest by a relatively uncontrolled means, e.g. dropped by a helicopter, and to collectively form a network in an ad-hoc manner. In order to achieve high energy efficiency and increase the network scalability, sensor nodes can be organized into clusters. Data collected from sensors are sent to the cluster head first, and then forwarded to the base station. Network lifetime can be defined as the time elapsed until the first node (or the last node) in the network depletes its energy (dies). A number of protocols have been proposed to reduce useful energy consumption. These protocols can be classified into three classes. Protocols in the first class control the transmission power level at each node to increase network capacity while
maximization of network lifetime [8]. This protocol is also divided into two phase: 1. Clustering and 2. Routing of aggregated data. In clustering phase, a fixed topological arrangement is done by sensor nodes. In the data aggregation phase, heuristic is proposed. The advantage is that it provides energy efficiency and network lifetime also be increased.
In this section, we present the details of proposed protocol. Our protocol implements the idea of probabilities for cluster heads selection based on initial energy and residual energy of sensor nodes as well as the average energy of the sensor network.
A group of wireless sensor nodes (devices) dynamically constructs a temporary network without the exercise of any pre-existing network infrastructure or centralized administration. The main goal of ad-hoc networking is multihop broadcasting in which packets are transferred from source node to destination node through the intermediate nodes (hops). The main function of multi hop WSN is to enable communication between two terminal devices through a bit of middle nodes, which are transferring information from one level to another level. On the foundation of network connectivity, it dynamically gets to determine that which nodes should get included in routing, each node involved in routing transmit the data to further
A WSN is a type of wireless networks that consists of collection sensor nodes which are tiny devices. Each sensor node of the network has different processing capability. It may contain multiple types of memory (program, data and flash memories), have a RF transceiver, have a power source (e.g., batteries and solar cells), and accommodate various sensors and actuators. The nodes communicate wirelessly and often self-organize after being deployed in an ad hoc fashion [13, 14]. Optimum need of each sensor node is to maximize its own utility function. Also the whole network requires resource assignments balance to perform in a useful and efficient way. This chapter presents a brief survey on WSNs showing its types, characterizing features, protocols and applications.
In comparing the book Kidnapped and the movie Kidnapped,it became apparent that the book is superior to the movie. The book includes important characters, such as Mr.Riach, and incorporates plot lines that the movie completely overlooks, for instance when Davie walking to the house of shaws. The book captures your emotions in a way that the movie is not capable of doing. The movie skips multiple chapters, leaves out characters and changes the storyline. So the next time you are looking to experience Kidnapped, experience it the right way, by reading the novel.
I have contemplated leaving the United States to live and work in another country on several occasions but my children are the reason I am still in the United States. But I did some research and if I do decide to relocate out of the country, Switzerland will be my choice to live and work. There are multiple reasons as to why I would choose Switzerland over the remaining countries. One reason is that Switzerland is the number two country in the world to live in based on studies. Switzerland has lower tax rates and the city stops working everywhere at seven at night and they do not work on the weekends!
I learned in chapter seven of children of emotions. A researcher named michael lewis who has has state that there is a differences in emotion. There are emotions that are found in every person and animals called primary emotions. Primary emotions are anger, fear, sadness, joy, interest, and disgust, they present themselves in the first six month. Then according to lewis self- conscious emotion that requires that a child is conscious of their own sense of being. Those emotions are pride, shame, empathy, jealousy, and embarrassment which usually don’t appear until around a six months to two years. Though it has been debated that self awareness don’ts happen until around eighteen months. I think it's interesting to learn about the emotion that infants might feel.
In the past 15 years of my life, I have not been able to make many major decisions, although I have been forced to make decisions that have affected my life in some negative ways. In September of 2014, I met a boy named Mark, at first I thought he was ok, but we were the only kids there, so we hung out the whole night. About a year went by and we never talked, but then he started bowling with my brother and during this time, we got into a few verbal fights. So it got to the point where I did not want anything to do with him. Another 6 months went by and our parents started talking and a few days after that, he messaged me over Facebook out of nowhere asking me if I would be his girlfriend.
3.2.11 PEGASIS: Power-Efficient Gathering in Sensor Data Network By this creator proposed calculation PEGASIS that is a chain based protocol give change over LEACH calculations. In PEGASIS, every node discusses just with a nearby neighbor and alternates transmitting to the base station, along these lines decreasing the measure of vitality spent per round.
The main goal of communication protocols in WSNs is to maximize energy efficiency in order to
Wireless sensor network (WSN) is a group of sensor nodes able to sense, measure and, gather information from the surroundings, and transmit and receive data from the user. These sensor nodes are equipped with sensors, a processor, memory, power supply, and a radio or a RF module. The sensing part of the sensor node determines the application where it will be
T. Gui in 2016 [39] studied the mechanism of SMO in the field of WSNs in the paper “A Novel Cluster-based Routing Protocol Wireless Sensor Networks using Spider Monkey Optimization.” The study additionally showed the change in traditional routing protocols in term of low-energy consumption and system quality of the network. SMO-C protocol suggested in the paper worked for Wireless sensor networks to minimize global energy consumption.
In the current years, there has been developing enthusiasm for Mobile Ad Hoc Network (MANET) as a methods for giving moment systems administration to a gathering of portable nodes which may not be inside the transmission scope of each other. In MANET, portable nodes speak with each other in a multi-bounce mold. That is the reason the accessibility of every portable node is similarly imperative for the correct operation of the entire system. The disappointment of a Single portable node can significantly influence the general execution of the system. Since every portable node has an extremely constrained battery life, one of the significant reasons of node disappointment is the battery fatigue. It has been demonstrated that even under the
Multiple autonomous, tiny, low-cost and low-power sensor nodes comprise a wireless sensors network (WSN). The sensors nodes are equipped with various types of sensors such as thermal , acoustic, chemical, pressure, weather and optical sensors which gather information from various nodes and collaborate to forward sensed data to base stations for further processing. WSNs designers have to address common issues related to data aggregation, data reliability,
After electing CHs, every CH announces all sensor nodes in the network that it is the new CH. When each node receives the announcement, it chooses its desired cluster to join based on the signal strength of the announcement from the CHs to it. So, the sensor nodes inform their appropriate CH to join it. Afterwards, the CHs based on a TDMA approach assign the time slot to each node so that a member can send its data to its CH in this period. The sensor nodes can initiate sensing and transmitting data to the CHs during the steady state phase. The CHs also aggregate data received from the nodes in their cluster before sending these data to the BS via a single hop fashion. D. Hybrid Energy Efficient Distributed Clustering [HEED] Younis and Fahmy proposed an iterative clustering protocol, named HEED. HEED is different from LEACH in the way CHs are elected. Both, electing the CHs and joining to the clusters, are done based on the combination of two parameters. The primary parameter depends on the nodes residual energy. The alternative parameter is the intra cluster “communication cost”. Each node computes a communication cost depending on whether variable power levels, applied for intra cluster communication, are permissible or not. If the power level is fixed for all of the nodes, then the communication cost can be proportional to (i) node