Fast and optimised design of a differential VCO using symbolic technique and multi objective algorithms

被引:8
作者
Panda, Madhusmita [1 ]
Patnaik, Santosh Kumar [2 ]
Mal, Ashis Kumar [3 ]
Ghosh, Sumalya [3 ]
机构
[1] SOA Deemed Be Univ, Dept Elect & Commun Engn, Bhubaneswar, Odisha, India
[2] NIST, Dept Elect & Commun Engn, Berhampur, Odisha, India
[3] NIT, Dept Elect & Commun Engn, Durgapur, India
关键词
evolutionary computation; particle swarm optimisation; analogue-digital conversion; voltage-controlled oscillators; phase noise; low-power electronics; microwave oscillators; decision diagrams; integrated circuit noise; word length 4; 0; bit; frequency; 3; 49; GHz; 1; MHz; 10; power consumption; nfeasibility-driven evolutionary algorithm; noise analysis; noise modelling; differential voltage controlled oscillator; layered determinant expansion; VCO-based ADC; optimum design parameters; low-phase noise; multiobjective particle swarm optimisation; DDD technique; symbolic method; multiobjective algorithms; differential VCO; SPICE; IDEA optimisation approach; DRIVEN EVOLUTIONARY ALGORITHM; PHASE-NOISE; ADC;
D O I
10.1049/iet-cds.2018.5617
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this work, a DVCO has been designed for a 4-bit, 10 MHz VCO based ADC. The noise modelling and analysis of this designed DVCO is carried out using layered determinant expansion based DDD technique. The results obtained using these methods are found to be nearly identical to that of SPICE. However, the computational time has been reduced from 13.7 sec using numerical method (SPICE) to 4.5 sec using DDD technique. Optimisation of the designed DVCO is then carried out using multi-objective optimisation techniques such as IDEA and MOPSO to enhance the performance. Low power and low phase noise at the desired frequency of oscillation were the optimisation goals. For this designed DVCO, IDEA optimisation approach seems to be more efficient than the MOPSO. The optimised DVCO is then simulated at different process corners using SPICE. The designed DVCO has shown improvement in phase noise from -80.3 dBc/Hz to -88.9 dBc/Hz at 1 MHz offset. The power consumption is also reduced from 38.4 mw to 34.5 mw and achieved a target frequency of 3.49 GHz. These improvements in the performance of the DVCO lead to an improvement in the ENOB from 3.6 to 4.2 bit of the designed ADC.
引用
收藏
页码:1187 / 1195
页数:9
相关论文
共 34 条
  • [1] [Anonymous], 2002, CMOS CIRCUIT DESIGN
  • [2] Design of low-phase-noise CMOS ring oscillators
    Dai, L
    Harjani, R
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-ANALOG AND DIGITAL SIGNAL PROCESSING, 2002, 49 (05): : 328 - 338
  • [3] Deb Kalyanmoy, 2001, MULTIOBJECTIVE OPTIM
  • [4] An analytical equation for the oscillation frequency of high-frequency ring oscillators
    Docking, S
    Sachdev, M
    [J]. IEEE JOURNAL OF SOLID-STATE CIRCUITS, 2004, 39 (03) : 533 - 537
  • [5] Fakhfakh M, 2012, DESIGN OF ANALOG CIRCUITS THROUGH SYMBOLIC ANALYSIS, P1
  • [6] Fast optimization of nano-CMOS voltage-controlled oscillator using polynomial regression and genetic algorithm
    Ghai, Dhruva
    Mohanty, Saraju P.
    Thakral, Garima
    [J]. MICROELECTRONICS JOURNAL, 2013, 44 (08) : 631 - 641
  • [7] Design of Parasitic and Process-Variation Aware Nano-CMOS RF Circuits: A VCO Case Study
    Ghai, Dhruva
    Mohanty, Saraju P.
    Kougianos, Elias
    [J]. IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2009, 17 (09) : 1339 - 1342
  • [8] Ghosh A, 2013, IEEE CUST INTEGR CIR
  • [9] Gray P.R., 2001, Analysis and design of analog integrated circuits, V4th
  • [10] Optimization and CMOS design of chaotic oscillators robust to PVT variations: INVITED
    Hugo Carbajal-Gomez, Victor
    Tlelo-Cuautle, Esteban
    Manuel Munoz-Pacheco, Jesus
    Gerardo de la Fraga, Luis
    Sanchez-Lopez, Carlos
    Vidal Fernandez-Fernandez, Francisco
    [J]. INTEGRATION-THE VLSI JOURNAL, 2019, 65 : 32 - 42