Fusion of Redundant Information in Brake-By-Wire Systems Using a Fuzzy Voter
نویسندگان
چکیده
Brake-by-wire is a frontier technology that will allow many braking functions to switch to electronic actuation. Its deployment will lead to more effective and safe braking systems, elimination of hydraulic technology, release of space and reduction of maintenance. Design and implementation of brake-by-wire systems has recently attracted interest from researchers in automotive and control engineering [9—12, 17]. The general architecture of a brake-by-wire system is shown (in schematic form) in Fig. 1. The figure shows that a large variety of sensors are utilised in a brake-by-wire system and therefore their consistent operation is vital for the functionality of such a system. To achieve a high level of coherency amongst such a large collection of sensors (mandated by the safety requirement of a brake system), the use of sophisticated data fusion techniques is unavoidable.
منابع مشابه
Multimodal medical image fusion based on Yager’s intuitionistic fuzzy sets
The objective of image fusion for medical images is to combine multiple images obtained from various sources into a single image suitable for better diagnosis. Most of the state-of-the-art image fusing technique is based on nonfuzzy sets, and the fused image so obtained lags with complementary information. Intuitionistic fuzzy sets (IFS) are determined to be more suitable for civilian, and medi...
متن کاملFusion of Brake Pedal Sensors in By-wire Cars: a Fuzzy Logic Approach
By-wire braking is one of the important parts in a by-wire car from safety point of view. Because of safety critical issues, brake pedal is equipped with multiple sensors and their data must be properly fused. In addition to accuracy and robustness, mathematical complexity and computational load of the fusion method are also considered in this application. In this paper, a soft voting method is...
متن کاملMTBF evaluation for 2-out-of-3 redundant repairable systems with common cause and cascade failures considering fuzzy rates for failures and repair: a case study of a centrifugal water pumping system
In many cases, redundant systems are beset by both independent and dependent failures. Ignoring dependent variables in MTBF evaluation of redundant systems hastens the occurrence of failure, causing it to take place before the expected time, hence decreasing safety and creating irreversible damages. Common cause failure (CCF) and cascading failure are two varieties of dependent failures, both l...
متن کاملVoting Algorithm Based on Adaptive Neuro Fuzzy Inference System for Fault Tolerant Systems
some applications are critical and must designed Fault Tolerant System. Usually Voting Algorithm is one of the principle elements of a Fault Tolerant System. Two kinds of voting algorithm are used in most applications, they are majority voting algorithm and weighted average algorithm these algorithms have some problems. Majority confronts with the problem of threshold limits and voter of weight...
متن کاملVoting Algorithm Based on Adaptive Neuro Fuzzy Inference System for Fault Tolerant Systems
some applications are critical and must designed Fault Tolerant System. Usually Voting Algorithm is one of the principle elements of a Fault Tolerant System. Two kinds of voting algorithm are used in most applications, they are majority voting algorithm and weighted average algorithm these algorithms have some problems. Majority confronts with the problem of threshold limits and voter of weight...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- J. Adv. Inf. Fusion
دوره 1 شماره
صفحات -
تاریخ انتشار 2006