Complex real-time signal and image processing applications require low-latency and high-performance hardware to achieve optimal performance. Building such a high-performance platform for space deployment is hampered by hostile environmental conditions and power constraints. Custom space-based FPGA coprocessors help alleviate these constraints, but their use is typically restricted by the need for TMR or radiation-hardened components. This paper 12 explores a framework that allows earth and space scientists to use FPGA resources through an abstraction layer. A synthetic aperture radar application is used to demonstrate the power of the system architecture. The performance of the application is shown to achieve a speedup of 19 when compared to a software solution and is able to maintain comparable data reliability. Projected speedups, for the same case study executing on the proposed flight system architecture, are several times better and also discussed.This work supports the Dependable Multiprocessor project at Honeywell and the University of Florida, a mission for the Space Technology 8 (ST-8) satellite of NASA's New Millennium Program.
RapidIO is an emerging standard for switched interconnection of processors and boards in embedded systems. In this paper, we use discrete-event simulation to evaluate and prototype RapidIO-based systems with respect to their performance in an environment targeted towards space-based radar applications. This application class makes an ideal test case for RapidIO feasibility study due to high system throughput requirements and real-time processing constraints. Our results show that a baseline RapidIO system is well suited to space-based radar, providing significant improvements over typical bus-based architectures. Our results also show that extensions to the RapidIO protocol such as cut-through routing and transmittercontrolled flow-control would provide minimal performance improvements for the applications under study.
Space-based radar is a suite of applications that presents many unique system design challenges. In this paper, we investigate use of RapidIO, a new high-performance embedded systems interconnect, in addressing issues associated with the high network bandwidth requirements of real-time ground moving target indicator (GMTI), and synthetic aperture Radar (SAR) applications in satellite systems. Using validated simulation, we study several critical issues related to the RapidIO network and algorithms under study. The results show that RapidIO is a promising platform for space-based radar using emerging technology, providing network bandwidth to enable parallel computation previously unattainable in an embedded satellite system.
System-level design presents special simulation modeling challenges. System-level models address the architectural and functional performance of complex systems. Systems are decomposed into a series of interacting sub-systems. Architectures define subsystems, the interconnections between subsystems and contention for shared resources. Functions define the input and output behavior of subsystems. Mission-level studies explore system performance in the context of mission-level scenarios. This paper demonstrates a variety of complex system simulation models ranging from a mission-level, satellite-based air traffic management system to a RISC processor built with MLDesigner, a system-level design tool. All of the case studies demonstrate system-level design techniques using Discrete Event simulation.
The combination of high-performance processing power and flexibility found in network processors (NPs) has made them a good solution for today's packet processing needs. Similarly, the emerging technology of reconfigurable computing (RC) has made advances in packet processing as well as other point-solution markets. Current NP designs offer configurable elements but generally do not use dynamic RC techniques for run-time reconfiguration. Incorporating RC into NP designs to enhance packet processing is a natural progression for both of these emerging technologies. This paper presents the simulation results of a novel design for a RCenhanced NP based on the Intel IXP1200 NIC design philosophy.The enhanced NP's performance is compared to that of the baseline NP in terms of three normalized traffic patterns and a case-study traffic pattern based on a military application. The results demonstrate that the enhanced NP significantly outperforms the baseline NP design in terms of latency for prioritized traffic that is non-uniform.
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.
customersupport@researchsolutions.com
10624 S. Eastern Ave., Ste. A-614
Henderson, NV 89052, USA
This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.
Copyright © 2025 scite LLC. All rights reserved.
Made with 💙 for researchers
Part of the Research Solutions Family.