Monitor-Based In-Field Wearout Mitigation for CMOS RF Integrated Circuits

abstract: Performance failure due to aging is an increasing concern for RF circuits. While most aging studies are focused on the concept of mean-time-to-failure, for analog circuits, aging results in continuous degradation in performance before it causes catastrophic failures. In this regard, the li...

Full description

Bibliographic Details
Other Authors: Chang, Doo Hwang (Author)
Format: Doctoral Thesis
Language:English
Published: 2017
Subjects:
Online Access:http://hdl.handle.net/2286/R.I.46353
id ndltd-asu.edu-item-46353
record_format oai_dc
spelling ndltd-asu.edu-item-463532018-06-22T03:09:08Z Monitor-Based In-Field Wearout Mitigation for CMOS RF Integrated Circuits abstract: Performance failure due to aging is an increasing concern for RF circuits. While most aging studies are focused on the concept of mean-time-to-failure, for analog circuits, aging results in continuous degradation in performance before it causes catastrophic failures. In this regard, the lifetime of RF/analog circuits, which is defined as the point where at least one specification fails, is not just determined by aging at the device level, but also by the slack in the specifications, process variations, and the stress conditions on the devices. In this dissertation, firstly, a methodology for analyzing the performance degradation of RF circuits caused by aging mechanisms in MOSFET devices at design-time (pre-silicon) is presented. An algorithm to determine reliability hotspots in the circuit is proposed and design-time optimization methods to enhance the lifetime by making the most likely to fail circuit components more reliable is performed. RF circuits are used as test cases to demonstrate that the lifetime can be enhanced using the proposed design-time technique with low area and no performance impact. Secondly, in-field monitoring and recovering technique for the performance of aged RF circuits is discussed. The proposed in-field technique is based on two phases: During the design time, degradation profiles of the aged circuit are obtained through simulations. From these profiles, hotspot identification of aged RF circuits are conducted and the circuit variable that is easy to measure but highly correlated to the performance of the primary circuit is determined for a monitoring purpose. After deployment, an on-chip DC monitor is periodically activated and its results are used to monitor, and if necessary, recover the circuit performances degraded by aging mechanisms. It is also necessary to co-design the monitoring and recovery mechanism along with the primary circuit for minimal performance impact. A low noise amplifier (LNA) and LC-tank oscillators are fabricated for case studies to demonstrate that the lifetime can be enhanced using the proposed monitoring and recovery techniques in the field. Experimental results with fabricated LNA/oscillator chips show the performance degradation from the accelerated stress conditions and this loss can be recovered by the proposed mitigation scheme. Dissertation/Thesis Chang, Doo Hwang (Author) Ozev, Sule (Advisor) Bakkaloglu, Bertan (Committee member) Kitchen, Jennifer (Committee member) Ogras, Umit (Committee member) Arizona State University (Publisher) Electrical engineering eng 108 pages Doctoral Dissertation Electrical Engineering 2017 Doctoral Dissertation http://hdl.handle.net/2286/R.I.46353 http://rightsstatements.org/vocab/InC/1.0/ All Rights Reserved 2017
collection NDLTD
language English
format Doctoral Thesis
sources NDLTD
topic Electrical engineering
spellingShingle Electrical engineering
Monitor-Based In-Field Wearout Mitigation for CMOS RF Integrated Circuits
description abstract: Performance failure due to aging is an increasing concern for RF circuits. While most aging studies are focused on the concept of mean-time-to-failure, for analog circuits, aging results in continuous degradation in performance before it causes catastrophic failures. In this regard, the lifetime of RF/analog circuits, which is defined as the point where at least one specification fails, is not just determined by aging at the device level, but also by the slack in the specifications, process variations, and the stress conditions on the devices. In this dissertation, firstly, a methodology for analyzing the performance degradation of RF circuits caused by aging mechanisms in MOSFET devices at design-time (pre-silicon) is presented. An algorithm to determine reliability hotspots in the circuit is proposed and design-time optimization methods to enhance the lifetime by making the most likely to fail circuit components more reliable is performed. RF circuits are used as test cases to demonstrate that the lifetime can be enhanced using the proposed design-time technique with low area and no performance impact. Secondly, in-field monitoring and recovering technique for the performance of aged RF circuits is discussed. The proposed in-field technique is based on two phases: During the design time, degradation profiles of the aged circuit are obtained through simulations. From these profiles, hotspot identification of aged RF circuits are conducted and the circuit variable that is easy to measure but highly correlated to the performance of the primary circuit is determined for a monitoring purpose. After deployment, an on-chip DC monitor is periodically activated and its results are used to monitor, and if necessary, recover the circuit performances degraded by aging mechanisms. It is also necessary to co-design the monitoring and recovery mechanism along with the primary circuit for minimal performance impact. A low noise amplifier (LNA) and LC-tank oscillators are fabricated for case studies to demonstrate that the lifetime can be enhanced using the proposed monitoring and recovery techniques in the field. Experimental results with fabricated LNA/oscillator chips show the performance degradation from the accelerated stress conditions and this loss can be recovered by the proposed mitigation scheme. === Dissertation/Thesis === Doctoral Dissertation Electrical Engineering 2017
author2 Chang, Doo Hwang (Author)
author_facet Chang, Doo Hwang (Author)
title Monitor-Based In-Field Wearout Mitigation for CMOS RF Integrated Circuits
title_short Monitor-Based In-Field Wearout Mitigation for CMOS RF Integrated Circuits
title_full Monitor-Based In-Field Wearout Mitigation for CMOS RF Integrated Circuits
title_fullStr Monitor-Based In-Field Wearout Mitigation for CMOS RF Integrated Circuits
title_full_unstemmed Monitor-Based In-Field Wearout Mitigation for CMOS RF Integrated Circuits
title_sort monitor-based in-field wearout mitigation for cmos rf integrated circuits
publishDate 2017
url http://hdl.handle.net/2286/R.I.46353
_version_ 1718701668358422528