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Featured researches published by Miljana Milic.


Journal of Electrical Engineering-elektrotechnicky Casopis | 2012

ANALOG FILTER DIAGNOSIS USING THE OSCILLATION BASED METHOD

Miona Andrejević Stošović; Miljana Milic; V. Litovski

Oscillation Based Testing (OBT) is an effective and simple solution to the testing problem of continuous time analogue electronic filters. In this paper, diagnosis based on OBT is described for the first time. It will be referred to as OBD. A fault dictionary is created and used to perform diagnosis with artificial neural networks (ANNs) implemented as classifiers. The robustness of the ANN diagnostic concept is also demonstrated by the addition of white noise to the “measured” signals. The implementation of the new concept is demonstrated by testing and diagnosis of a second order notch cell realized with one operational amplifier. Single soft and catastrophic faults are considered in detail and an example of the diagnosis of double soft faults is also given.


Journal of Electrical Engineering-elektrotechnicky Casopis | 2015

Modular Design Of Fast Leading Zeros Counting Circuit

Nebojsa Z. Milenkovic; Vladimir V. Stankovic; Miljana Milic

Abstract In modern computing technique, calculation of leading zeros in a data represented as strings of digits is used very often. Those techniques require high speed of the circuit, as well as its fast design. In this paper we propose a design of such a counter, which is applicable to data length of w = 4j bits, for 4 < j ≤ 8. With this solution it is also possible to process longer data, since the suggested technique offers a good modularity. This is very important, considering the current technology scaling trends. In this paper, a delay behavior of the proposed circuit has also been investigated using equations and VHDL simulation based worst-case delay estimation method. The results show a significant improvement of the circuit speed, compared to the known solutions.


Archive | 2009

New Concepts of Asynchronous Circuits Worst-Case Delay and Yield Estimation

Miljana Milic; V. Litovski

Although the benefits of asynchronous design style are undeniable, this style is still a road that designers rather avoid. There are, however, serious advantages of this digital design concept that are making it favourable for many applications. Asynchronous circuits need no clock generation and distribution (Sparso, 2006; Martin & Nystrom 2006), which leaves the problems related to clock skew behind and saves a lot of chip area. Asynchronous circuits are characterized with much easier technology migration and good modularity. Very low EMI occurs during operation, while achieving high noise immunity (Lewis & Brackenbury 2001). Power is consumed only when useful work is done. The absence of the clock itself reduces the power consumption. These issues are very important while designing portable systems where battery size and lifetime are important. Synchronous circuit design styles have enormous commercial practice and very significant pedigree, and those are the major reasons for the lack of motivation to apply asynchronous circuit techniques (Davis & Nowick, 1997). Nevertheless, the motivation to pursue the study of asynchronous circuits is based on the simple fact that all high-performance ‘‘synchronous” design styles are ‘‘asynchronous in the small” (Cortadella et al. 1999) Because of that, some techniques for desynchronization of synchronous circuits have appeared lately (Cortadella et al. 2006; Andrikos 2007). Beside their benefits, some problems related to asynchronous circuit design are still waiting to be solved. One of the most important is the estimation of asynchronous circuit performances. That is, determining the delays of the paths in a particular asynchronous circuit. Early evaluation of the path delays in the circuit helps avoiding early timing problems as well as circuit performance characterization (Sokolovic, Litovski & Zwolinski 2009). Precise paths delays, of course, can be estimated only in the final steps of the design process. That is because the delay is extracted from the circuit after layout synthesis. If the delays do not satisfy the required speed of the circuit, the circuit has to be redesigned. The same conclusion stands when timing problems occur. This strongly suggests that new methods are to be offered enabling delay estimation to be performed during the early phases of digital system design. Our aim here is to establish the application of a standard logic simulator in asynchronous circuit path delay analysis and parametric yield estimation. The simplest way to determine the circuit delay is simulation. At the transistor level complex circuits’ simulation becomes inefficient. To verify the logic function and the timing


international convention on information and communication technology, electronics and microelectronics | 2011

Oscillation based analog testing — A case study

Miljana Milic; Miona Andrejević Stošović; V. Litovski


Computers & Electrical Engineering | 2013

Oscillation-based analog diagnosis using artificial neural networks based inference mechanism

Miona Andrejević Stošović; Miljana Milic; Mark Zwolinski; V. Litovski


Facta universitatis. Series electronics and energetics | 2015

OSCILLATION-BASED TESTING METHOD FOR DETECTING SWITCH FAULTS IN HIGH-Q SC BIQUAD FILTERS

Miljana Milic; V. Litovski


Electronics ETF | 2018

Simulation of a Pick-and-Place Cube Robot by Means of the Simulation Software Kuka Sim Pro

Duško Lukač; Miljana Milic


2018 Zooming Innovation in Consumer Technologies Conference (ZINC) | 2018

From Artificial Intelligence to Augmented Age An Overview

Duško Lukač; Miljana Milic; Jelena Nikolic


2018 Zooming Innovation in Consumer Technologies Conference (ZINC) | 2018

Arduino-Based Non-Contact System for Thermal-Imaging of Electronic Circuits

Miljana Milic; Milos Ljubenovic


Facta Universitatis, Series: Working and Living Environmental Protection | 2016

SHORT TERM LOCAL ROAD TRAFFIC FORECAST USING FEED-FORWARD AND RECURRENT ANNS

Jelena Milojković; Dragan Topisirović; Miljana Milic; Milorad J. Stanojevic

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Mark Zwolinski

University of Southampton

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