Othman, Ahmad
Recent advances in process automation, wireless sensor networks, and machine-to-machine (M2M) interfaces have caused embedded systems to be a blooming computing segment, with significant research focus on performance and energy efficiency. The embedded systems market witnessed enormous growth over the past decades and is foreknown to be boosted in the upcoming years. It has become harder to scale CMOS technologies compared to past and get performance and energy benefits through technology and circuits. Therefore, benefits that can be obtained through architectural optimizations are even more important than before. The focus of this thesis is identification and analysis of new architectural features to potentially improve performance in embedded open-source RISC-V integer processor. Energy efficiency is ultimately enhanced as well, when such enhancements are implemented with little additional power dissipation cost. The integer core of an open-source reference (Rocketchip) processor is enhanced through new fused instructions and hardware features. Statistical data collected on the common Dhrystone and Coremark benchmarks leads to the addition of five fused instructions to the RISC-V integer Instruction-Set-Architecture (ISA), and the Rocket Chip processor organization is modified to support the new instructions. Expected performance benefits are quantified as a result of these changes as compared to the reference Rocket Chip RISC-V processor. 4.4% and 6.1% reduction in instruction count is demonstrated on 500,000 iterations of Dhrystone and 5000 iterations of Coremark benchmarks, respectively, by leveraging a particular original set of fused instructions. This results in 3.8% and 5.4% reduction in execution time for Dhrystone and Coremark benchmarks, respectively.


A Framework for Energy based Performability models for Wireless Sensor Networks
Omondi, Fredrick A.; Shah, Purav; Gemikonakli, Orhan; Ever, Enver (2015-03-27)
A novel idea of alternating node operations between Active and Sleep modes in Wireless Sensor Network (WSN) has successfully been used to save node power consumption. The idea which started off as a simple implementation of a timer in most protocols has been improved over the years to dynamically change with traffic conditions and the nature of application area. Recently, use of a second low power radio transceiver to triggered Active/Sleep modes has also been made. Active/Sleep operation modes have also be...
A development tool for design and analysis of MEMS based EM energy scavengers
Turkyilmaz, Serol; Külah, Haluk; Muhtaroglu, Ali (2010-12-01)
This paper presents a development tool for estimating the performance of an electromagnetic (EM) vibration-to-electrical MEMS energy scavenger for low power mobile computing and wireless sensor applications. The tool takes design and excitation parameters as input, and estimates output voltage waveforms and power levels. It has been correlated against validation data, and used for early evaluation and design of new MEMS modules, which could not be optimized using off-the-shelf design packages. The tool was ...
An Efficient fuzzy fusion-based framework for surveillance applications in wireless multimedia sensor networks
Sert, Seyyit Alper; Yazıcı, Adnan; Coşar, Ahmet; Department of Computer Engineering (2014)
Previous advances in Information Technologies and especially in Micro Electro-Mechanical Systems, have made the Production and deployment of tiny, battery-powered nodes communicating over wireless links possible. Networks comprised of such nodes with sensing capability are called Wireless Sensor Networks. The early deployment aim was to use these nodes only in a passive way for indoor applications. These kinds of early nodes had the ability to sense scalar data such as temperature, humidity, pressure and lo...
Hardware implementation of an active feature tracker for surveillance applications
Solmaz, Berkan; Akar, Gözde; Department of Electrical and Electronics Engineering (2008)
The integration of image sensors and high performance processors into embedded systems enabled the development of intelligent vision systems. In this thesis, we developed an active autonomous system to be used for surveillance applications. The proposed system detects a single moving object in the field of view automatically and tracks it in a wide area by controlling the pan-tilt-zoom features of the camera. The system can also go to an alarm state to warn the user. The processing unit of the system is a T...
A cross-layer protocol for wireless sensor networks
Akyildiz, Ian F.; Vuran, Mehmet C.; Akan, Ozgur B. (2006-03-24)
Severe energy constraints of battery-powered sensor nodes necessitate energy-efficient communication protocols in order to fulfill application objectives of wireless sensor networks (WSN). However, the vast majority of the existing solutions are based on classical layered protocols approach. It is much more resource-efficient to have a unified scheme which melts common protocol layer functionalities into a cross-layer module for resource-constrained sensor nodes. To the best of our knowledge, to date, there...
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