AUTOMATED STRUCTURAL-PARAMETRIC SYNTHESIS OF A STEPSED DIRECTIONAL RESPONDER ON CONNECTED LINES BASED ON A GENETIC ALGORITHM
Keywords:
Genetic algorithms, graphs and hypergraphs, evolutionary calculations, automation of microwave modules synthesis, CAD, schematic diagram, topology
Abstract
An automated approach to the structural-parametric synthesis of a stepped directional coupler
on connected lines based on a genetic algorithm (GA) is described, which makes it possible to
create an algorithmic environment in the field of genetic search for solving NP complete problems,
in particular, the structural-parametric synthesis of a stepped directional coupler on connected
lines. The purpose of this work is to find ways of structural-parametric synthesis of a stepped directional
coupler on coupled lines based on the bionspiration theory. The scientific novelty lies in
the development of a modified genetic algorithm for automated structural-parametric synthesis ofa stepped directional coupler on connected lines. The problem statement in this work is as follows:
to optimize the synthesis of passive and active microwave circuits by using a modified GA. A fundamental
difference from the known approaches in the use of new modified genetic structures in
automated structural-parametric synthesis, in addition, a new method for calculating a stepped
directional coupler on connected lines based on a modified GA is righteous in the work. Thus, the
problem of creating methods, algorithms and software for automated structural synthesis of microwave
modules is currently of particular relevance. Its solution will improve the quality characteristics
of the designed devices, reduce design time and costs, and reduce the requirements for
developer qualifications.
References
1. Danil'chenko V.I., Kureychik V.M. Geneticheskiy algoritm planirovaniya razmeshcheniya
SBIS [Genetic algorithm for VLSI placement planning], Izvestiya YuFU. Tekhnicheskienauki
[Izvestiya SFedU. Engineering Sciences], 2019, No. 2 (204), pp. 75-79.
2. Lebedev B.K., Lebedev V.B. Planirovanie na osnove roevogo intellekta i geneticheskoy
evolyutsii [Planning based on swarm intelligence and genetic evolution]. Izvestiya YuFU.
Tekhnicheskienauki [Izvestiya SFedU. Engineering Sciences], 2009, No. 4 (93), pp. 25-33.
3. Ahmet Karli, Vasfi Emre Omurlu, Utku Buyuksahin, RemziArtar, Ender Ortak. Self tuning
fuzzy PD application on TI TMS320F 28335 for an experimental stationary quadrotor.
Available at: http://ieeexplore.ieee.org/document/6151404/ (accessed 23 April 2017).
4. Kalent'ev A.A., Garays D.V., Dobush I.M., Babak L.I. Strukturno-parametricheskiy sintez
SVCH tranzistornykh usiliteley na osnove geneticheskogo algoritma s ispol'zovaniem modeley
monolitnykh elementov [Structural-parametric synthesis of microwave transistor amplifiers
based on a genetic algorithm using models of monolithic elements], Doklady TUSUR [Proceedings
of TUSUR University]. Dekabr' 2012, No. 2 (26), Part 2, pp. 104-112.
5. Tang, Maolin and Yao, Xin. A memetic algorithm for VLSI floorplanning, IEEE Transactions
on Systems, Man, And Cybernetics–Part B: Cybernetics, 2007, No. 37 (1).
6. Goryainov A.E., Dobush I.M., Babak L.I. Postroenie parametricheskikh modeley passivnykh
komponentov SVCh monolitnykh integral'nykh skhem s ispol'zovaniem programmy Extraction-
P [Construction of parametric models of passive components of monolithic microwave integrated
circuits using the Extraction-P program], Doklady TUSUR [Proceedings of TUSUR
University], pp. 94-99.
7. Kokolov A.A., Salnikov A.S., Sheyerman F.I. and Babak L.I. Broadband Double-Balanced SiGe
BiCMOS Mixer With Integrated Asymmetric MBaluns, Int. Conf. “Dynamics of Systems,
Mechanisms and Machines” (Dynamics-2017), Omsk, Russia, 2017 (accepted for publication).
8. Wenyuan L. and Qian Z. A 0.7–1.9GHz Broadband Pseudo-diff erential Power Amplifi er
Using 0.13-um SiGe HBT Technology, 2012 Int. Conf. on Microwave and Millimeter Wave
Technology (ICMMT), July 2012,.pp. 1-4.
9. Kokolov A.A., Dobush I.M., SHeerman F.I., Babak L.I. i dr. Slozhno-funktsional'nye bloki
shirokopolosnykh usiliteley radiochastoty dlya odnokristal'nykh priemnikov L- i S-diapazonov
na osnove tekhnologii SiGe [Complex-functional blocks of broadband radio frequency amplifiers
for single-chip l- and S-band receivers based on SiGe technology], 3-ya Mezhdunar.
nauch. konf. «EKB i elektronnye moduli» (Mezhdunarodnyy forum «Mikroelektronika-2017»),
g. Alushta, oktyabr' 2017 [3rd international. scientific conference " ECB and electronic modules
"(international forum "Microelectronics-2017"), Alushta, October 2017]. Moscow:
Tekhnosfera, 2017, pp. 395-401.
10. Bocklemann D.E. and Eisenstadt W.R. Combined Diff erential and Common-Mode Scattering
Parameters: Theory and Simulation, IEEE Trans. on Microwave Theory and Techniques, Vol.
MTT-43, July 1995, No. 7, pp. 520-523.
11. Kurokawa K. Power Waves and the Scattering Matrix, IEEE Trans. on Microwave Theory and
Techniques, 1965, Vol. MTT-13, No. 2, pp. 194-202.
12. Zhabin D.A., Garays D.V., Kalentyev A.A., Dobush I.M. and Babak L.I. Automated Synthesis
of Low Noise Amplifi ers Using S-parameter Sets of Passive Elements, Asia-Pacifi c Microwave
Conference (APMC 2017), Kuala Lumpur, Malaysia, 2017 (accepted for publication).
13. Kalentyev A.A., Garays D.V. and Babak L.I. Genetic-Algorithm-Based Synthesis of Low-
Noise Amplifi ers with Automatic Selection of Active Elements and DC Biases, European Microwave
Week 2014, Rome, Italy, October 2014, pp. 520-523.
14. Babak L.I., Kokolov A.A. and Kalentyev A.A. A New Genetic-Algorithm-Based Technique for
Low Noise Amplifier Synthesis, European Microwave Week 2012, Amsterdam, The Netherlands,
November 2012. Genetic-Algorithm-Based Synthesis of Low-Noise Amplifi ers with
Automatic Selection of Active Elements and DC Biases, European Microwave Week 2014,
Rome, Italy, October, pp. 520-523.
15. Mann G.K.I., Gosine R.G. Three-dimensional min–max-gravity based fuzzy PID inference
analysis and tuning, Fuzzy Sets and Systems, 2005, Vol. 156, pp. 300-323.
16. Kureychik V.M. Gibridnye geneticheskie algoritmy [Hybrid genetic algorithms], Izvestiya YuFU.
Tekhnicheskienauki [Izvestiya SFedU. Engineering Sciences], 2007, No. 2 (77), pp. 5-12.
17. Koshevoy S.E., Dorofeev C.Yu., Babak L.I. Strukturnyy sintez SVCh-ustroystv na osnove
geneticheskogo algoritma v sisteme avtomatizirovannogo proektirovaniya INDESYS [Structural
synthesis of microwave devices based on a genetic algorithm in the computer-aided design
system INDESYS], Vseros. nauch.-tekhn. konf. s mezhdunar. uchast. «Sovremennye
problemy radioelektorniki» [All-Russian scientific and technical conference with international
participation "Modern problems of Radioelectronics"]. Krasnoyarsk: SFU, 2009, pp. 421-424.
18. Kokolov A.A., Dobush I.M., Sheerman F.I., Babak L.I. i dr. Slozhno-funktsional'nye bloki
shirokopolosnykh usiliteley radiochastoty dlya odnokristal'nykh priemnikov L- i S-diapazonov
na osnove tekhnologii SiGe [Complex-functional blocks of broadband radio frequency amplifiers
for single-chip l - and S-band receivers based on SiGe technology], 3-ya Mezhdunar.
nauch. konf. «EKB i elektronnye moduli» (Mezhdunarodnyy forum «Mikroelektronika-2017»),
g. Alushta, oktyabr' 2017 [3rd international. scientific conference " ECB and electronic modules
"(international forum "Microelectronics-2017"), Alushta, October 2017]. Moscow:
Tekhnosfera, 2017, pp. 395-401.
19. Zaporozhets D.Yu., Kravchenko Yu.A., Lezhebokov A.A. Sposoby intellektual'nogo analiza
dannykh v slozhnykh sistemakh [Methods of data mining in complex systems], Izvestiya
Kabardino-Balkarskogo nauchnogo tsentra RAN [Izvestiya Kabardino-Balkar scientific center
of the Russian Academy of Sciences], 2013, No. 3, pp. 52-54.
20. Zhiqiang Yang, Jimin Zhang, Zhongchao Chen, Baoan Zhang. Semi-active control of highspeed
trains based on fuzzy PID control, Procedia Engineering, 2011, Vol. 15, pp. 521-525.
SBIS [Genetic algorithm for VLSI placement planning], Izvestiya YuFU. Tekhnicheskienauki
[Izvestiya SFedU. Engineering Sciences], 2019, No. 2 (204), pp. 75-79.
2. Lebedev B.K., Lebedev V.B. Planirovanie na osnove roevogo intellekta i geneticheskoy
evolyutsii [Planning based on swarm intelligence and genetic evolution]. Izvestiya YuFU.
Tekhnicheskienauki [Izvestiya SFedU. Engineering Sciences], 2009, No. 4 (93), pp. 25-33.
3. Ahmet Karli, Vasfi Emre Omurlu, Utku Buyuksahin, RemziArtar, Ender Ortak. Self tuning
fuzzy PD application on TI TMS320F 28335 for an experimental stationary quadrotor.
Available at: http://ieeexplore.ieee.org/document/6151404/ (accessed 23 April 2017).
4. Kalent'ev A.A., Garays D.V., Dobush I.M., Babak L.I. Strukturno-parametricheskiy sintez
SVCH tranzistornykh usiliteley na osnove geneticheskogo algoritma s ispol'zovaniem modeley
monolitnykh elementov [Structural-parametric synthesis of microwave transistor amplifiers
based on a genetic algorithm using models of monolithic elements], Doklady TUSUR [Proceedings
of TUSUR University]. Dekabr' 2012, No. 2 (26), Part 2, pp. 104-112.
5. Tang, Maolin and Yao, Xin. A memetic algorithm for VLSI floorplanning, IEEE Transactions
on Systems, Man, And Cybernetics–Part B: Cybernetics, 2007, No. 37 (1).
6. Goryainov A.E., Dobush I.M., Babak L.I. Postroenie parametricheskikh modeley passivnykh
komponentov SVCh monolitnykh integral'nykh skhem s ispol'zovaniem programmy Extraction-
P [Construction of parametric models of passive components of monolithic microwave integrated
circuits using the Extraction-P program], Doklady TUSUR [Proceedings of TUSUR
University], pp. 94-99.
7. Kokolov A.A., Salnikov A.S., Sheyerman F.I. and Babak L.I. Broadband Double-Balanced SiGe
BiCMOS Mixer With Integrated Asymmetric MBaluns, Int. Conf. “Dynamics of Systems,
Mechanisms and Machines” (Dynamics-2017), Omsk, Russia, 2017 (accepted for publication).
8. Wenyuan L. and Qian Z. A 0.7–1.9GHz Broadband Pseudo-diff erential Power Amplifi er
Using 0.13-um SiGe HBT Technology, 2012 Int. Conf. on Microwave and Millimeter Wave
Technology (ICMMT), July 2012,.pp. 1-4.
9. Kokolov A.A., Dobush I.M., SHeerman F.I., Babak L.I. i dr. Slozhno-funktsional'nye bloki
shirokopolosnykh usiliteley radiochastoty dlya odnokristal'nykh priemnikov L- i S-diapazonov
na osnove tekhnologii SiGe [Complex-functional blocks of broadband radio frequency amplifiers
for single-chip l- and S-band receivers based on SiGe technology], 3-ya Mezhdunar.
nauch. konf. «EKB i elektronnye moduli» (Mezhdunarodnyy forum «Mikroelektronika-2017»),
g. Alushta, oktyabr' 2017 [3rd international. scientific conference " ECB and electronic modules
"(international forum "Microelectronics-2017"), Alushta, October 2017]. Moscow:
Tekhnosfera, 2017, pp. 395-401.
10. Bocklemann D.E. and Eisenstadt W.R. Combined Diff erential and Common-Mode Scattering
Parameters: Theory and Simulation, IEEE Trans. on Microwave Theory and Techniques, Vol.
MTT-43, July 1995, No. 7, pp. 520-523.
11. Kurokawa K. Power Waves and the Scattering Matrix, IEEE Trans. on Microwave Theory and
Techniques, 1965, Vol. MTT-13, No. 2, pp. 194-202.
12. Zhabin D.A., Garays D.V., Kalentyev A.A., Dobush I.M. and Babak L.I. Automated Synthesis
of Low Noise Amplifi ers Using S-parameter Sets of Passive Elements, Asia-Pacifi c Microwave
Conference (APMC 2017), Kuala Lumpur, Malaysia, 2017 (accepted for publication).
13. Kalentyev A.A., Garays D.V. and Babak L.I. Genetic-Algorithm-Based Synthesis of Low-
Noise Amplifi ers with Automatic Selection of Active Elements and DC Biases, European Microwave
Week 2014, Rome, Italy, October 2014, pp. 520-523.
14. Babak L.I., Kokolov A.A. and Kalentyev A.A. A New Genetic-Algorithm-Based Technique for
Low Noise Amplifier Synthesis, European Microwave Week 2012, Amsterdam, The Netherlands,
November 2012. Genetic-Algorithm-Based Synthesis of Low-Noise Amplifi ers with
Automatic Selection of Active Elements and DC Biases, European Microwave Week 2014,
Rome, Italy, October, pp. 520-523.
15. Mann G.K.I., Gosine R.G. Three-dimensional min–max-gravity based fuzzy PID inference
analysis and tuning, Fuzzy Sets and Systems, 2005, Vol. 156, pp. 300-323.
16. Kureychik V.M. Gibridnye geneticheskie algoritmy [Hybrid genetic algorithms], Izvestiya YuFU.
Tekhnicheskienauki [Izvestiya SFedU. Engineering Sciences], 2007, No. 2 (77), pp. 5-12.
17. Koshevoy S.E., Dorofeev C.Yu., Babak L.I. Strukturnyy sintez SVCh-ustroystv na osnove
geneticheskogo algoritma v sisteme avtomatizirovannogo proektirovaniya INDESYS [Structural
synthesis of microwave devices based on a genetic algorithm in the computer-aided design
system INDESYS], Vseros. nauch.-tekhn. konf. s mezhdunar. uchast. «Sovremennye
problemy radioelektorniki» [All-Russian scientific and technical conference with international
participation "Modern problems of Radioelectronics"]. Krasnoyarsk: SFU, 2009, pp. 421-424.
18. Kokolov A.A., Dobush I.M., Sheerman F.I., Babak L.I. i dr. Slozhno-funktsional'nye bloki
shirokopolosnykh usiliteley radiochastoty dlya odnokristal'nykh priemnikov L- i S-diapazonov
na osnove tekhnologii SiGe [Complex-functional blocks of broadband radio frequency amplifiers
for single-chip l - and S-band receivers based on SiGe technology], 3-ya Mezhdunar.
nauch. konf. «EKB i elektronnye moduli» (Mezhdunarodnyy forum «Mikroelektronika-2017»),
g. Alushta, oktyabr' 2017 [3rd international. scientific conference " ECB and electronic modules
"(international forum "Microelectronics-2017"), Alushta, October 2017]. Moscow:
Tekhnosfera, 2017, pp. 395-401.
19. Zaporozhets D.Yu., Kravchenko Yu.A., Lezhebokov A.A. Sposoby intellektual'nogo analiza
dannykh v slozhnykh sistemakh [Methods of data mining in complex systems], Izvestiya
Kabardino-Balkarskogo nauchnogo tsentra RAN [Izvestiya Kabardino-Balkar scientific center
of the Russian Academy of Sciences], 2013, No. 3, pp. 52-54.
20. Zhiqiang Yang, Jimin Zhang, Zhongchao Chen, Baoan Zhang. Semi-active control of highspeed
trains based on fuzzy PID control, Procedia Engineering, 2011, Vol. 15, pp. 521-525.
