A comprehensive review of the literature on manoeuvring target tracking for both uncluttered and cluttered measurements is presented. Various discrete-time dynamical models including nonrandom input, random-input and switching or hybrid system manoeuvre models are presented.
The problem of manoeuvre detection is covered.We are going to discuss single target tracking using single model and multiple models. Further more we are going to describe multiple target tracking using multiple models.
Inhaltsverzeichnis (Table of Contents)
- Introduction
- New topics in target tracking
- Overview of object tracking
- Target tracking
- Target Tracking in Wireless Sensor Network
- Sensor networks used in target tracking face two kinds of major problems: efficient networking & energy-saving techniques (as sensors have to communicate with one another or with a base to transmit results of local computation) and efficient processing of information gathered by sensors.
- OPEN RESEARCH ISSUES
- application of WSN in a variety of application areas brought many open issues to researchers.
- Open research issues for target tracking applications include:
- Dealing with moving object direction changes and varying speeds.
- Energy efficient missing target track recovery.
- OPEN RESEARCH ISSUES
- Performance comparison of static and dynamic network
- Relationship between energy consumption with cluster formation
- Tracking Precision & Prediction Accuracy.
- Designing well organized computing and nominal transmission of messages without degradation of performance as message transmission consumes a lot of energy
- Sensor node fault tolerance
- Target tracking in Wireless Sensor Networks
- Challenges and solutions in efficient networking and energy-saving techniques for WSNs
- Open research issues related to target tracking in WSNs
- Impact of energy consumption on performance and network stability
- Precision and accuracy in target tracking
- The introduction provides a general overview of target tracking, outlining its definition and key aspects. It highlights the importance of object tracking in various applications and introduces the concept of target tracking in wireless sensor networks.
- The section on "Target Tracking in Wireless Sensor Network" explores the challenges and opportunities associated with using WSNs for target tracking. It examines the issues of energy efficiency and network design, as well as the limitations of traditional approaches.
- The chapter delves into specific open research issues related to target tracking in WSNs. These issues include addressing dynamic object movements, recovering from missing target tracks, and optimizing network performance in terms of energy consumption and data transmission.
Zielsetzung und Themenschwerpunkte (Objectives and Key Themes)
The document aims to explore recent advancements in target tracking, particularly focusing on the challenges and opportunities presented by wireless sensor networks (WSNs). It delves into the intricacies of tracking moving objects in dynamic environments, emphasizing the need for efficient and energy-conscious solutions.
Zusammenfassung der Kapitel (Chapter Summaries)
Schlüsselwörter (Keywords)
This document focuses on target tracking in wireless sensor networks, exploring challenges related to energy efficiency, network design, and data processing. It highlights open research issues such as dynamic object movements, missing target track recovery, and performance optimization in terms of energy consumption and data transmission.
- Quote paper
- Mohamed El-Ghoboushi (Author), 2015, Single and multiple target tracking, Munich, GRIN Verlag, https://www.grin.com/document/310580
