{"title":"Multi-frequency weak signal detection based on Liu-like chaotic synchronization system and its hardware circuit implementation","authors":"Shaohui Yan, Zihao Guo, Jincai Song","doi":"10.1016/j.vlsi.2024.102290","DOIUrl":"10.1016/j.vlsi.2024.102290","url":null,"abstract":"<div><div>Considering the shortcomings of traditional chaotic systems in weak signal detection methods, such as the high threshold sensitivity requirement and the narrow detection frequency domain. This study proposes a novel three-dimensional chaotic synchronization system, and the dynamical of the system are exhaustively characterized using equilibrium points, phase diagrams, Lyapunov exponential spectra, and bifurcation diagrams. This method involves weak signal detection by means of chaotic synchronization control. Synchronization of a chaotic system using a backstepping synchronization method is used to detect weak signals by analyzing the synchronization error after the introduction of weak signals in a strong noise background. The chaotic system is implemented by hardware circuits, and the simulation of chaotic synchronization control and detection of weak signals from the perspective of circuits is carried out by circuit simulation software. Additionally, the frequency range within which the system is capable of weak signal detection is tested through extensive simulation experiments. Finally, multi-frequency signals detection experiments are performed. The experimental results demonstrate that the system can accurately detect the frequency of weak signals address the limitations of narrow-band detection and multi-frequency signal detection is possible. Meanwhile, the circuit structure proposed in this paper is simple and has some value for engineering applications.</div></div>","PeriodicalId":54973,"journal":{"name":"Integration-The Vlsi Journal","volume":"100 ","pages":"Article 102290"},"PeriodicalIF":2.2,"publicationDate":"2024-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142419988","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Hardware acceleration of Tiny YOLO deep neural networks for sign language recognition: A comprehensive performance analysis","authors":"Mohita Jaiswal, Abhishek Sharma, Sandeep Saini","doi":"10.1016/j.vlsi.2024.102287","DOIUrl":"10.1016/j.vlsi.2024.102287","url":null,"abstract":"<div><div>In this paper, we benchmark two automation frameworks, Vitis AI and FINN, for sign language recognition on a Field Programmable Gate Array (FPGA). We conducted an in-depth exploration of both frameworks using Tiny YOLOv2 networks by varying design parameters such as precision, parallelism ratio, etc. Further, a fair baseline comparison is made based on accuracy, speed, and hardware resources. Experimental findings demonstrate that the Vitis AI outperforms the FINN framework and traditional GPU and CPU platforms by achieving significant improvements of 1.08x, 1.7x, and 2.9x in terms of latency. Leveraging Vitis AI, our system achieved a detection speed of 32.7 frames per second (FPS) on the Kria KV260 FPGA with a power consumption rate of 5.6 W and an impressive mean Average Precision (mAP) score of 61.2% on the Hindi Indian Sign Language (ISL) dataset.</div></div>","PeriodicalId":54973,"journal":{"name":"Integration-The Vlsi Journal","volume":"100 ","pages":"Article 102287"},"PeriodicalIF":2.2,"publicationDate":"2024-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142419986","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A hybrid memory polynomial digital predistortion model for RF transmitters","authors":"Jijun Ren, Ziyang Xu, Xing Wang","doi":"10.1016/j.vlsi.2024.102285","DOIUrl":"10.1016/j.vlsi.2024.102285","url":null,"abstract":"<div><div>The power amplifier (PA), a key component of the transmitter system, operates near the saturation region, resulting in nonlinear distortion of the output signal, which affects the quality of the transmitter system. For this, a series of linearization techniques are used to compensate for distortion, one of the most effective and widely applied is the digital predistortion (DPD) technique. The traditional DPD models can be categorized into a single model or multiple models cascade or parallel. In this letter, a hybrid memory polynomial (HMP) model is proposed to further enhance the accuracy of the model, which is composed of multiple memory polynomial (MP) models by cascading and parallelizing. The experimental results show that the HMP model has better accuracy than the traditional MP model at the same complexity.</div></div>","PeriodicalId":54973,"journal":{"name":"Integration-The Vlsi Journal","volume":"100 ","pages":"Article 102285"},"PeriodicalIF":2.2,"publicationDate":"2024-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142318588","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"An efficient XOR-free implementation of polar encoder for reconfigurable hardware","authors":"Navin Kumar , Deepak Kedia , Gaurav Purohit","doi":"10.1016/j.vlsi.2024.102291","DOIUrl":"10.1016/j.vlsi.2024.102291","url":null,"abstract":"<div><div>— This paper presents a novel approach to implementing an XOR-Free architecture of the non-systematic polar encoder (NSPE) for 5G radio. The optimization of XOR logic for hardware (HW) implementation is essential to reduce delay and power consumption. The proposed architecture for NSPE replaces XOR operations with combinational logical patterns, and some redundant patterns are removed with the help of bit manipulation to make it more efficient. The design infers multiplexers (2:1 or 4:1) and inverters as its functional units, making the design adequate and effective in alleviating HW complexity. The XOR-Free encoder performs the same functionality as the XOR-based conventional encoder. We have written a MATLAB script that generates Verilog hardware description language (HDL) code for fully or partially parallel polar encoders tailored to specific code lengths (<em>N</em>) and degrees of parallelism (<em>M</em>). A comparative analysis of various fully and partially parallel encoders with the XOR-Free algorithm is presented. The implementation results show that the proposed architectures are more efficient in terms of HW cost, power consumption, throughput, and latency.</div></div>","PeriodicalId":54973,"journal":{"name":"Integration-The Vlsi Journal","volume":"100 ","pages":"Article 102291"},"PeriodicalIF":2.2,"publicationDate":"2024-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142359424","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ning Wang , Feng Wang , Pengcheng Hua , Xu Zhao , Zhilei Chai
{"title":"Accelerating large-scale multi-scalar multiplication in Zk-SNARK through exploiting its multilevel parallelism","authors":"Ning Wang , Feng Wang , Pengcheng Hua , Xu Zhao , Zhilei Chai","doi":"10.1016/j.vlsi.2024.102286","DOIUrl":"10.1016/j.vlsi.2024.102286","url":null,"abstract":"<div><div>In the context of zk-SNARK, MSM emerges as a major computational bottleneck, particularly due to its high computational and memory overhead. In this work, we exploit multiple levels of parallelism to effectively accelerate largescale MSM in zk-SNARKs. Firstly, a distributed parameter generation method is proposed in this paper to replace that of centralized method. Based on this methodology, the paper realizes a system with extraordinary scalability, capable of computing large-scale MSMs. Subsequently, the approach presented in this paper elevates the computation of Bellperson, the most prominent zero-knowledge proof system in real-world applications, from a single-node computation to a clustering mode, significantly enhancing its computational performance – a crucial advancement for practical applications. Finally, we implement a multi-level, fully parallelised MSM computing system by leveraging hierarchical sub-task partitioning and cross-node communication optimization, thereby thoroughly exploiting parallelism at diverse granularities. Experimental results show that in the cluster scenario, the proposed approach achieves acceleration ratios of approximately 3.60 and 6.50 times compared to the cutting-edge heterogeneous version Bellperson in dual-node and quad-node settings, respectively. On a single node, the proposed optimization approach achieves an acceleration ratio of 1.38 times compared to the current State-of-the-Art MSM calculation module of cuZK, outperforms the industry-popular Bellman by 186 times and the Bellperson by 1.96 times.</div></div>","PeriodicalId":54973,"journal":{"name":"Integration-The Vlsi Journal","volume":"100 ","pages":"Article 102286"},"PeriodicalIF":2.2,"publicationDate":"2024-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142419987","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Lorenz’s state equations as RC filters","authors":"Isaac Campos-Cantón","doi":"10.1016/j.vlsi.2024.102284","DOIUrl":"10.1016/j.vlsi.2024.102284","url":null,"abstract":"<div><div>In this study, the Lorenz system electronic implementation is performed using an <span><math><mrow><mi>R</mi><mi>C</mi></mrow></math></span> low-pass filter within the <span><math><mrow><mi>x</mi><mi>y</mi><mi>z</mi></mrow></math></span> state equations. This electronic development shows that it is possible to know for each state the cutoff frequency. The bifurcation diagram for each state is shown as a function of cutoff frequency. Simulation results support this suggestion.</div></div>","PeriodicalId":54973,"journal":{"name":"Integration-The Vlsi Journal","volume":"100 ","pages":"Article 102284"},"PeriodicalIF":2.2,"publicationDate":"2024-09-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142318587","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"PDQRRFF: Poisson-distributed quantum random reversible flip flop generator for BIST","authors":"Kannan R , Vidhya K","doi":"10.1016/j.vlsi.2024.102289","DOIUrl":"10.1016/j.vlsi.2024.102289","url":null,"abstract":"<div><div>Reversible logic has gained popularity recently because it allows circuits to use significantly less power. Due to the inherent reversibility of quantum operation, there is enormous interest in designing and optimizing reversible circuits. In this work, a new gate named as transvidkan gate, Quantum Random Reversible Flip Flop, Sequence generator, and Build in Self-Test (BIST) has been proposed. Quantum Random Reversible Flip Flop (QRRFF) is an emerging technology that is used in a variety of apps that use modern security and encryption systems. For creating a random string, typical approaches combine an entropy source with an elimination or bit-generation system. Quantum computing reversible logic chips and Low-power design are emerging as intriguing research topics. A classical logic-based 8-bit reversible comparator is represented using existing reversible gates. This study provides a BIST-based architecture for a comparator design that reduces the garbage outputs, quantum cost, and constant inputs. According to simulation result, the proposed approach outperforms traditional methods in terms of hardware complexity and quantum cost.</div></div>","PeriodicalId":54973,"journal":{"name":"Integration-The Vlsi Journal","volume":"100 ","pages":"Article 102289"},"PeriodicalIF":2.2,"publicationDate":"2024-09-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142327647","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Innovative feedback approach for high-performance low-voltage current mirror","authors":"Astha Dadheech, Nikhil Raj, Divyang Rawal","doi":"10.1016/j.vlsi.2024.102283","DOIUrl":"10.1016/j.vlsi.2024.102283","url":null,"abstract":"<div><p>The paper presents an approach to increase the performance in terms of input and output resistance of a low voltage flipped voltage follower (FVF) based current mirror. The proposed technique consists of substituting the main output transistor with a network of transistors in a feedback arrangement, designed to improve the output resistance. Furthermore, a low saturation onset transistor approach is used to improve the performance. Such an approach also helped in reducing the input resistance of the current mirror, which ranges in ohms. A wide current range of up to 1 mA is achieved at a minimal current transfer error of 0.38 %. This feedback mechanism-based current mirror exhibits an output resistance of 29.61 GΩ, an input resistance of 30.45 Ω, and a bandwidth of 1.464 GHz. The proposed current mirror runs on ±0.5 V supply voltage. The robustness of the proposed circuit is evaluated through process corner analysis, temperature mismatch assessment, and Monte-Carlo simulations. The performance characteristics of the proposed current mirror have been validated and simulated using Cadence Virtuoso and Spectre simulations on 0.18 μm UMC technology. The validation process included both pre-layout and post-layout simulation results.</p></div>","PeriodicalId":54973,"journal":{"name":"Integration-The Vlsi Journal","volume":"100 ","pages":"Article 102283"},"PeriodicalIF":2.2,"publicationDate":"2024-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142272574","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A local positive feedback loop-reused technique for enhancing performance of folded cascode amplifier","authors":"Xiaosong Wang, Xiao Zhao, Yu Zhang, Chen Wang, Liyuan Dong","doi":"10.1016/j.vlsi.2024.102277","DOIUrl":"10.1016/j.vlsi.2024.102277","url":null,"abstract":"<div><p>A current-reused folded cascode operational transconductance amplifier (OTA) using a local positive feedback (LPFB) technique has been proposed in previous literature, which does not achieve maximum unity gain-bandwidth (GBW). Besides, the stability of LPFB in the LPFB-OTA is limited by local common mode feedback (LCMFB) resistors. Based on the analysis, a local positive feedback loop-reused (LPFBR) technique is proposed to improve the performance of conventional LPFB OTA. For a fair comparison, both conventional and proposed OTAs working at saturation region are designed and simulated in SMIC <span><math><mrow><mn>0</mn><mo>.</mo><mn>18</mn><mspace></mspace><mi>μ</mi><mi>m</mi></mrow></math></span> process. The simulated results demonstrate that the proposed LPFBR-OTA has almost 10.5 times the bandwidth and maintains stability compared to that of the conventional LPFB-OTA under the condition that LCMFB resistors are increased by a factor of 10.</p></div>","PeriodicalId":54973,"journal":{"name":"Integration-The Vlsi Journal","volume":"100 ","pages":"Article 102277"},"PeriodicalIF":2.2,"publicationDate":"2024-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142242289","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Aswin Sreekumar, Bolupadra Sai Shankar, B. Naresh Kumar Reddy
{"title":"Integrating error correction and detection techniques in RISC-V processor microarchitecture for enhanced reliability","authors":"Aswin Sreekumar, Bolupadra Sai Shankar, B. Naresh Kumar Reddy","doi":"10.1016/j.vlsi.2024.102282","DOIUrl":"10.1016/j.vlsi.2024.102282","url":null,"abstract":"<div><p>An essential consideration in processor design is ensuring reliability, particularly in demanding environments such as outer space and nuclear plants. To mitigate the effects of errors and enable error recovery, processors need to incorporate fault tolerance techniques. One common type of error is SEU (Single Event Upset), which affects various microelectronic devices including microprocessors, microcontrollers, and semiconductor memory devices. While error mitigation techniques have been developed for processors based on architectures like ARM (Advanced RISC Machine) and MIPS (Million Instructions Per Second), there is a gap in research for open-source ISAs (Instruction Set Architecture) like RISC-V, which this paper aims to address. This paper focuses on designing a fault-tolerant microarchitecture for a RISC-V processor that can correct one-bit errors, detect up to two-bit errors, and integrate lockstep and pipeline rollback features at a lower LUTs (Look Up Tables) consumption by re-using the same hardware pipeline for error mitigation and recovery through instruction mimicking. By incorporating these features, the proposed approach enhances the system’s fault tolerance by detecting and correcting errors caused by transient events and achieves a lower effective die size upon realization compared to contemporary works. The proposed microarchitecture design was simulated and synthesized using the Vivado Design Suite 2023.1 and implemented on a Zynq 7000 SoC ZC702 Evaluation Kit.</p></div>","PeriodicalId":54973,"journal":{"name":"Integration-The Vlsi Journal","volume":"100 ","pages":"Article 102282"},"PeriodicalIF":2.2,"publicationDate":"2024-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142242434","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}