Optimized Searching Technique for Locating Mobile Users in Cellular Network

نویسندگان

  • K. Sankar
  • N. Prakash
چکیده

Cellular telephony systems, where locations of a mobile users may be unknown at some times, are becoming more common. Mobile users are roaming in a zone and reports its location only if it leaves the zone entirely. Due to search bandwidth, delay constraints and very often the potential locations of different users overlap, the problem of a concurrent search for many users is different from the problem of searching for a single user. In reality, a cellular network has to serve many competing search requests sharing a limited bandwidth. The system develops a novel method of maximizing the expected rate of successful searches under delay and bandwidth constraints. An approximation algorithm is proposed, that is optimal for most probable cases, and nearly optimal for the worst-case condition. The proposed optimized search strategy outperforms a greedy search strategy, which considers only the users' location probabilities and ignores their deadline constraints. Under certain conditions, the expected rate of successful searches generated by the proposed method is twice the equivalent rate generated by the greedy search strategy. In addition, the proposed search strategy outperforms a simple heuristic algorithm that searches around the user last known location. INTRODUCTION Wireless communications have become very pervasive. The number of mobile phones and wireless Internet users has increased significantly in recent years. Traditionally, first-generation wireless networks were targeted primarily at voice and data communications occurring at low data rates. Recently, I have seen the evolution of secondand third-generation wireless systems that incorporate the features provided by broadband. In addition to supporting mobility, broadband also aims to support multimedia traffic, with quality of service (QoS) assurance. I have also seen the presence of different air interface technologies, and the need for interoperability has increasingly been recognized by the research community. Wireless networks include local, metropolitan, wide, and global areas. The proliferation of lightweight, portable computing devices and high-speed wireless local-area networks has enabled users to remain connected while moving about inside buildings. This emerging paradigm has generated a lot of interest in applications and services that are a function of a mobile user’s physical location. The goal here is to enable the user to interact effectively with his or her physical surroundings. Examples of such interactions include: printing a document on the nearest printer, locating a mobile user, displaying a map of the immediate surroundings, and guiding a user inside a building. As the surroundings change, so does the computing that happens. The interaction between computing and location may also be less direct. For instance, when in the boss’ office, pre-fetch facts and figures on business performance and projects for ready access, but while in the cafeteria, turn on the sports score and stock ticker. In a Cellular Network, when a call to a mobile user arrives, a mobility management scheme is responsible for finding the current cell in which the mobile user resides. Typically, a mobility management scheme constitutes of a location update scheme and a paging scheme. In the last decade, many location update schemes were proposed. Basically, these schemes were movement-based, timer-based, distance-based, state-based, velocity-based. Schemes that use a hybrid of the above strategies were also proposed. It was proven in that distance-based schemes achieve better performance compared to movement-based schemes and timer-based schemes. A novel information theoretic approach for location update and derivation of probabilistic information about locations of mobile users was proposed in. A location area is composed of a number of cells. Some researches assumed that a mobile user sends a location update message to the system whenever it enters a new location area and concentrated on the design of an optimal location area. Other researchers assumed that location areas are given and focused on the decision problem of whether a mobile user should send a location update message then it enters a new location area. Recently, a convex optimization problem was formulated to minimize the costs of location update and paging in the movement-based location update scheme. In a continuous formulation for the problem of one-dimensional location area design is proposed to overcome the computational difficulty associated with the original combinatorial formulation.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Joint Allocation of Computational and Communication Resources to Improve Energy Efficiency in Cellular Networks

Mobile cloud computing (MCC) is a new technology that has been developed to overcome the restrictions of smart mobile devices (e.g. battery, processing power, storage capacity, etc.) to send a part of the program (with complex computing) to the cloud server (CS). In this paper, we study a multi-cell with multi-input and multi-output (MIMO) system in which the cell-interior users request service...

متن کامل

A Cellular Automaton Based Algorithm for Mobile Sensor Gathering

In this paper we proposed a Cellular Automaton based local algorithm to solve the autonomously sensor gathering problem in Mobile Wireless Sensor Networks (MWSN). In this problem initially the connected mobile sensors deployed in the network and goal is gather all sensors into one location. The sensors decide to move only based on their local information. Cellular Automaton (CA) as dynamical sy...

متن کامل

Artificial Neural Network Based Node Location Prediction for Applications in Mobile Communication

Present generation cellular networks provide different services to the mobile users. The movement of the users is highly dependent on individual characteristics. To offer an uninterrupted service to the mobile users, continuous tracking of its location is very important. This can be achieved by the proper location management schemes. In this paper, a prediction-based location management scheme ...

متن کامل

Tracking Middleboxes in the Mobile World with TraceboxAndroid

Middleboxes are largely deployed over cellular networks. It is known that they might disrupt network performance, expose users to security issues, and harm protocols deployability. Further, hardly any network measurements tools for smartphones are able to infer middlebox behaviors, specially if one cannot control both ends of a path. In this paper, we present TraceboxAndroid a proof-of-concept ...

متن کامل

Optimal Sequential Paging in Cellular Networks

In a high-capacity cellular network with limited spectral resources, it is desirable to minimize the radio bandwidth costs associated with paging when locating mobile users. Sequential paging, in which cells in the coverage area are partitioned into groups and paged in a non-increasing order of user location probabilities, permits a reduction in the average radio costs of paging at the expense ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2008