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A message ferrying approach for data delivery in sparse mobile ad hoc networks

by Wenrui Zhao, Mostafa Ammar, Ellen Zegura - In Proc. of ACM Mobihoc , 2004
"... Mobile Ad Hoc Networks (MANETs) provide rapidly deployable and self-configuring network capacity required in many critical applications, e.g., battlefields, disaster relief and wide area sensing. In this paper we study the problem of efficient data delivery in sparse MANETs where network partitions ..."
Abstract - Cited by 498 (14 self) - Add to MetaCart
can last for a significant period. Previous approaches rely on the use of either long range communication which leads to rapid draining of nodes ’ limited batteries, or existing node mobility which results in low data delivery rates and large delays. In this paper, we describe a Message Ferrying (MF

Scheduling for reduced CPU energy

by Mark Weiser, Brent Welch, Alan Demers, Scott Shenker - USENIX SYMP. OPERATING , 1994
"... The energy usage of computer systems is becoming more important, especially for battery operated systems. Displays, disks, and cpus, in that order, use the most energy. Reducing the energy used by displays and disks has been studied elsewhere; this paper considers a new method for reducing the energ ..."
Abstract - Cited by 563 (2 self) - Add to MetaCart
The energy usage of computer systems is becoming more important, especially for battery operated systems. Displays, disks, and cpus, in that order, use the most energy. Reducing the energy used by displays and disks has been studied elsewhere; this paper considers a new method for reducing

Energy Conserving Routing in Wireless Ad-hoc Networks

by Jae-hwan Chang, Leandros Tassiulas , 2000
"... An ad-hoc network of wireless static nodes is considered as it arises in a rapidly deployed, sensor based, monitoring system. Information is generated in certain nodes and needs to reach a set of designated gateway nodes. Each node may adjust its power within a certain range that determines the set ..."
Abstract - Cited by 622 (2 self) - Add to MetaCart
the set of possible one hop away neighbors. Traffic forwarding through multiple hops is employed when the intended destination is not within immediate reach. The nodes have limited initial amounts of energy that is consumed in different rates depending on the power level and the intended receiver. We

Distributed Sampling Rate Control for Rechargeable Sensor Nodes with Limited Battery Capacity

by Yongmin Zhang, Student Member, Shibo He, Jiming Chen, Senior Member, Youxian Sun, Xuemin (sherman Shen
"... Abstract—Energy harvesting is a promising technology for extending the lifetime of battery-powered sensor networks. Due to time variations of harvested energy, one of the main challenging issues is to maximize the uninterrupted sampling rates of all sensor nodes, which represents the network perform ..."
Abstract - Cited by 4 (1 self) - Add to MetaCart
performance. Most of existing works do not consider the limited capacity of rechargeable battery. In this paper, we are concerned with how to adaptively decide the sampling rate for each rechargeable sensor node with a limited battery capacity to maximize the overall network performance. To solve this problem

Real-Time Dynamic Voltage Scaling for Low-Power Embedded Operating Systems

by Padmanabhan Pillai, Kang G. Shin , 2001
"... In recent years, there has been a rapid and wide spread of nontraditional computing platforms, especially mobile and portable computing devices. As applications become increasingly sophisticated and processing power increases, the most serious limitation on these devices is the available battery lif ..."
Abstract - Cited by 501 (4 self) - Add to MetaCart
In recent years, there has been a rapid and wide spread of nontraditional computing platforms, especially mobile and portable computing devices. As applications become increasingly sophisticated and processing power increases, the most serious limitation on these devices is the available battery

The Case for Energy-Proportional Computing

by Luiz André Barroso, Urs Hölzle
"... Energy-proportional designs would enable large energy savings in servers, potentially doubling their efficiency in real-life use. Achieving energy proportionality will require significant improvements in the energy usage profile of every system component, particularly the memory and disk subsystems. ..."
Abstract - Cited by 469 (2 self) - Add to MetaCart
. Energy efficiency, a new focus for general-purpose computing, has been a major technology driver in the mobile and embedded areas for some time. Earlier work emphasized extending battery life, but it has since expanded to include peak power reduction because thermal constraints began to limit further CPU

Theoretical Model For Maximum Throughput of a Radio Receiver with Limited Battery Power

by J. P. M. G. Linnartz, P. G. M. Baltus
"... Abstract — Maximizing the battery life time of mobile devices and sensor nodes increasingly becomes a challenge. In many applications the energy consumed by the receiver is orders of magnitude larger than the energy consumed by the transmitter. We address the challenge of achieving the highest possi ..."
Abstract - Cited by 1 (0 self) - Add to MetaCart
Abstract — Maximizing the battery life time of mobile devices and sensor nodes increasingly becomes a challenge. In many applications the energy consumed by the receiver is orders of magnitude larger than the energy consumed by the transmitter. We address the challenge of achieving the highest

A survey of energy efficient network protocols for wireless networks

by Christine E. Jones, Krishna M. Sivalingam - Wireless Networks , 2001
"... Abstract. Wireless networking has witnessed an explosion of interest from consumers in recent years for its applications in mobile and personal communications. As wireless networks become an integral component of the modern communication infrastructure, energy efficiency will be an important design ..."
Abstract - Cited by 278 (1 self) - Add to MetaCart
consideration due to the limited battery life of mobile terminals. Power conservation techniques are commonly used in the hardware design of such systems. Since the network interface is a significant consumer of power, considerable research has been devoted to low-power design of the entire network protocol

A Two-Tier Data Dissemination Model for Large-scale Wireless Sensor Networks

by Fan Ye, Haiyun Luo, Jerry Cheng, Songwu Lu, Lixia Zhang , 2002
"... networking. It suggests that information about each mobile sink's location be continuously propagated through the sensor field to keep all sensor nodes updated with the direction of forwarding future data reports. Unfortunately frequent location updates from multiple sinks can lead to both exce ..."
Abstract - Cited by 288 (14 self) - Add to MetaCart
excessive drain of sensors' limited battery power supply and increased collisions in wireless transmissions. In this paper we describe TTDD, a Two-Tier Data Dissemination approach that provides scalable and e#cient data delivery to multiple mobile sinks. Each data source in TTDD proactively builds a

Evaluating Probabilistic Queries over Imprecise Data

by Reynold Cheng - In SIGMOD , 2003
"... Sensors are often employed to monitor continuously changing entities like locations of moving ob-jects and temperature. The sensor readings are reported to a database system, and are subsequently used to answer queries. Due to continuous changes in these values and limited resources (e.g., net-work ..."
Abstract - Cited by 278 (45 self) - Add to MetaCart
-work bandwidth and battery power), the database may not be able to keep track of the actual values of the entities. Queries that use these old values may produce incorrect answers. However, if the degree of uncertainty between the actual data value and the database value is limited, one can place more confidence
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