1 ., (5), ECTS: 6 . . , . . . . . . Taylor. . . . . : , .

1 ., (4), ECTS: 5 . . . ( , , ). . (, , , ). . , . . RN. R3. . . . . . .

1 ., (4), ECTS: 6 . .

. . , . . . .

.

1 ., (4+1), ECTS: 5

:

-

(software engineering)

.

( ,

, , ).

C ( ANSI).

O , .

.

.

(strings).

(, , ).

& *.

pointers.

pointers.

.

.

(loops).

.

.- Pointers .

, , bits.

.- .

1 ., (4+1), ECTS: 5

Boole, ,

Karnaugh, , . , -,

TL, CMOS, . ,

, Quine-Mc Cluskey, -.

, Flip-flop, SR, JK, D, T Master-Slave. ,

. -, LED LCD,

, RAM ROM, ,

.

1 ., (4+1), ECTS: 4

, , , ,

, , , .

CAD: CAE. AutoCAD. ,

, .

2 ., (5), ECTS: 6 . , , , . - . . . . aylor. . A . . . . . . , , , Laplace. . . B . . . Green, Gauss,

Stokes. .

2 ., (4+1), ECTS: 6 . . . . Ohm. . . . . . Kirchhoff. . . . . . .

2 ., (4+1), ECTS: 5 :- - : , , this- - - , > - - : - , - , .

2 ., (4), ECTS: 4 : --, , , , . , , . : , , , , . : , , , . : , , , , , , . : , , (LED), laser. , , , .

2 ., (4), ECTS: 5 (, , ) (, ) , Assembly ( / ,

.) , ( -, )

2 ., (4), ECTS: 5

, , , ,

, , , .

3 ., (6), ECTS: 7 . , Cauchy, Laurent, .

Fourier. Laplace. Heaviside Dirac. . .

. . , .

3 ., (4+1), ECTS: 6 .

, , , , . . Fourier . , . , . . . , . , . , . :

z, y, . , . , . . . : , - . .

3 ., (4), ECTS: 6

3 ., (4+1), ECTS: 6 , pn, , ,

(FET), (BJT). DC AC, , -. (MOS) , , .

3 ., (4+1), ECTS: 5 . . : . , . Java. . . : , , . .

-. . . . . . .

4 ., (4), ECTS: 6 4 ., (4+1), ECTS: 6 MOS BJT, .. , Bode. , . AC DC, . . . , 741, . MOS . RC, Wien, Hartley, Colpitts.

4 ., (4+1), ECTS: 5 : , , , , , , , , Bayes, . : , , , , , , chebycheff. : , Bernoulli (, , , ), Poisson, , , , , . : Y=h(X), Y, . : ( , , , ), ( ), . : ( , ), , .

: (

), ,

.

4 ., (5), ECTS: 6 . . Fourier Fourier & Laplace. . . . . Fourier

. . , .

4 ., (4), ECTS: 5 . E . , . . . .

Householder. QR . A . ( ). .

4 ., (4), ECTS: 5 , , Polya, , , , , ,

, , , , , , , ,

, , , , , , , ,

, Hamilton Euler, , , , , , , .

5 ., (4+1), ECTS: 6

, , , .

, .

, , ,

. , .

, . ,

. , . .

.

5 ., (4), ECTS: 6 . . . . . . - . . . . . . Wiener-Kolmogorov . .

5 ., (4+1), ECTS: 6 .

. . . . .

. . . Bode, . . Nyquist. . . . . Bode Nyquist. ( ) Lead/Lag.

5 ., (4), ECTS: 6 . : . : , DSB-SC, SSB, VSB, FM, PM. . . . , , , .

5 ., (4+1), ECTS: 6 (, ). . . . ( ). . . . (/). (interface) / O. . (, ). . . : RS232, I2C, SPI, CAN (DAS). (). . . .

. . . . . .

6 ., (4+1), ECTS: 6

(per-unit). , , ,

, , .

, ,

, . ,

, ,

. , , ,

, , , - ,

. , ,

, , -

. ,

, .

(, ), , .

6 ., (4), ECTS: 6

AWGN AWGN AWGN

(PAM), (PPM) (PSK) (QAM) (FSK)

Off-set QPSK Minimum Shift Keying Continuous Phase Modulation

6 ., (4+1), ECTS: 6 1. ( , ,

, , ).

2. ( , , , , , , Lyapunov, Lasalle).

3. (, , , , , -, - ).

4. ( (-), - , , , , , ).

5. ( (-), , -, , Kalman).

6. ( , , , Lyapunov, ).

1

6 ., (4+1), ECTS: 6 . ( , , ). ( ). ( , , , , , , , ,

). ( , , ).

6 ., (4+1), ECTS: 6 . , , & .., , .., .., Smith, . . , , , , , , , , , , . . - , , , , , (finlines, .), . . , /4. . , , , , , . . . , (S-), ABCD. . . Hertz. . . .

6 ., (4), ECTS: 6 , , . . , , .

, : , , , , , , , .

6 ., (4+1), ECTS: 6 . . Shannon .

(OSI/ISO). Erlang B. Erlang C. Poisson . . M/M/1/. . T ARQ M/G/1/. (point-to-point) . HTTP (apache/mozilla) UDP (audio streaming). client-server Java. .

7 ., (4+1), ECTS: 5

() . .

. .

, .

. . .

. .

.

, .

7 ., (4+1), ECTS: 5

(). -

. .

. .

. - .

2

7 ., (4+1), ECTS: 5

() : , , .

.

. .

. .

. .

: . , ,

. . Universal . ,

, .

7 ., (4+1), ECTS: 5

(, thyristors,

transistors, MOSFET, IGBT, .) .

dc

dc . .

1 . 3

dc dc .

dc thyristors. 1

dc . 3 dc

. 3 ( dc-ac).

thysristors.

7 ., (4+1), ECTS: 5

. .

. .

. .

. .

7 ., (4), ECTS: 4

, --, ,

, .

7 ., (4+1), ECTS: 4

: , .

. . . .

, . .

. . , .

: -

7 ., (4), ECTS: 4

: . .

. -. .

: . p-n, p-n. . FET

. MOS

8 ., (4+1), ECTS: 5

.

. .

. . ,

.

.

. . .

.

.

8 ., (4+1), ECTS: 5 . . . : , , . , , ,

8 ., (4), ECTS: 4

().

(, , , &

). . . ,

, .

(- ). -

, .

8 ., (4+1), ECTS: 5

( , , ,

, , ).

.

. .

.

.

. .

.

. .

. .

.

.

.

.

8 ., (4+1), ECTS: 5

dc-dc . dc-dc .

dc-dc ( ). dc-dc Cuk (

). dc-dc . (dc-ac)

PWM. (PWM, , ,

, ). .

. flyback.

8 ., (4+1), ECTS: 5 . . , .

, . . . . HVDC . .

8 ., (4), ECTS: 4 . () . . . . , .

8 ., (4+1), ECTS: 4

: , , .

- . : , , ,

- . -. : ,

, . : , ,

, , , , , . .

-. . .

8 ., (4), ECTS: 4

. . .

. , .

: . .

. . . .

. . .

8 ., (4+1), ECTS: 4

. . . .

. .

.

9 ., (4), ECTS: 6

. ,

. . .

.

. , .

. .

.

.

9 ., (4), ECTS: 5

.

. . .

. .

. .

. .

9 ., (4), ECTS: 4

(Flexible AC Transmission Systems FACTS).

. . : (Demand

Side Management DSM), (Demand Response DR),

(Ancillary Services AS), , ,

(, Ultracapacitors, ,

Compressed Air Energy Storage). (Smart Grids),

(Microgrids), (Virtual Power Plants VPPs),

, , (DC Grids).

9 ., (4+1), ECTS: 4

, , ,

, . .

.

. . , .

, , .

. .

. , .

, . 3 ac IEC 60909.

. ,

.

9 ., (3+1), ECTS: 5

:

. . ,

, , .

: . .

. .

: ,

. . .

. :

, . .

. .

9 ., (3), ECTS: 4

.

-/ .

,

.

, .

.

.

, : (1) , (2) , (3)

( ), (4)

.

. .

-

9 ., (4), ECTS: 4

, ,

. .

. .

, .

7 ., (3+1), ECTS: 4 : , , . : , - - , , , . : , . : , , - . ( ) , , .

7 ., (4), ECTS: 4 1. , , . 2. , , , ,

, , , , . 3. , , PageRank, ,

, , . 4. , , , ,

, . 5. , , , ,

. 6. , , Erdos-Renyi, ,

Barabasi-Albert , . 7. , . 8. , ,

.

7 ., (4), ECTS: 4 . ISO/OSI. . TCP/IP. TCP UDP Java. . ALOHA CSMA. H . 802.11 802.16. Jackson . .

. E. (Virtual Lab Java Socket Programming Real-time Audio Streaming).

7 ., (4+1), ECTS: 6 MOS , , (.. bandgap). , , . , . . ( SCR, DIAC, TRIAC, LTI, IGCT), .

7 ., (4), ECTS: 4 1. , , , . 2. .

3. . 4. . 5. . 6. . 7. Turing. 8. . 9. . 10. P NP.

7 ., (4+1), ECTS: 5

/ 7 ., (3), ECTS: 4

, , map-reduce, parallel prefix (scan) :

, , Fourier, wavelet, Multipole.

pthreads, OpenMP, MPI, CUDA.

7 ., (4), ECTS: 6 (). , : . . Lyapunov- - , , , LaSalle, , , Lyapunov, . Lyapunov- - , , , , . - . , , (Popov, ), -. - - . . .

7 ., (4), ECTS: 5 1. ( , ). 2. (, , ). 3. ( ,

, , , , , ).

4. ( , ( , Newton, , -Newton), , ).

5. ( , ( , , ), ).

6. . 7. ( , ,

, ). 7 ., (3+1), ECTS: 4 : , , , -, . : (AR), (MA), (ARMA). : AR, MA ARMA , (ARIMA) ARIMA (SARIMA) - . . - : ; - ; - ; - . HW 7 ., (3+1), ECTS: 5

. , , , -, , . 2, , . (decomposition) - .

UV-, EE-, flash-EPROM, , - . PROM.

. sin(), cos(), tg() - .

- . DSP. 1-D 2-D Fourier. CORDIC DSP. -

.

- Galois (Finite Fields) / , - .

(Reed -Solomon, BCH, , Viterbi, Turbo, DES, AES, RSA, .).

7 ., (4), ECTS: 4 : Laplace, , . : 1. . 2. (Fourier, Laplace).

3. (computer algebra systems, CAS) .. Maple, Mathematica. 4. (.. Maple, Mathematica, Matlab PDE Toolbox, MathPDE). , (.., / , , , .).

8 ., (4+1), ECTS: 5

. . RISC CISC KME . , . . VLIW .

, , ()

/ FPGA

8 ., (4), ECTS: 4 1.

1.1 1.2 1.2 1.3 (Displays)

2. . 3. (Line scan conversion, area filling) 4. 2 3 5. 6. Clipping 7. 8. 8 ., (3), ECTS: 4

. . . . . - -. - -. .

8 ., (4), ECTS: 5 (Simplex, , ,

, ). (KarushKuhnTucker Condition). : . ( , , ). . : . . . 8 ., (4), ECTS: 6 , , , Ethercat/Etherlab/ Simulink. . . . . 8 ., (4), ECTS: 5 : . Cramer-Rao. . . . . Bayes. Wiener. Kalman. : . Neyman Pearson. BayesROCs. , matched filter. . 8 ., (3), ECTS: 4 . , (, , , , ). . 1. ( ) .

- . 2. minimax Nash. 3. , . 4. . . .

. 5. .

5.1 . 5.2 . 5.3 . 5.4 .

8 ., (4+1), ECTS: 6

E DSP . (interface) / O.

-. : . . .

(RTOS). . (DMAC). . I/O .

/ O ARM. / O . ARM. I/O ports ( , , LED, LCD ). I/O ports : PWM ( ) - , ADC - DAC.

: SPI USART I2C USB CAN : PCI - PCIe SATA VME (WSN). Zigbee.

FPGA-ASIC 8 ., (3+1), ECTS: 5

. Generic ASIC. PAL, GAL, PLA - . . PAL. - MAM. Intel EPLD ( 100

TTL EPLD), Altera APPEX, FLEX, MAX. PAL.

CPLD. - CPLD Altera Xilinx.

FPGA, . ALTERA XILINX. LUT CLB. . . IEEE JTAG 11.49.x. . 3-D FPGA ( : 4 . MOSFET 24 nm).

RTL (Re-gister-Transfer Level) HDL (Hardware Description Langua-ges). " ".

VHDL. -. VHDL MIPS . Verilog System Verilog. To Verilog. XILINX-ISE. ALTERA-Quartus .

.

FPGA. NIOS II, ARM COR-TEX A-1 -9, MP32 (MIPS). Xilinx ZYNQ Altera Aria.

. (Mo-del Based Design). C/C++. Matlab Simulink. - / . C/C++. VHDL Verilog. - Matlab Xilinx/ALTERA

HW/SW (HW/SW codesign) . . FPGA.

clock. (testing) FPGA. FPGA. (Verification). (regression tests). / /.. 1.

CPLD. 2. FPGA IEEE JTAG 11.49.x. 3,4. FPGA Xilinx-ISE ALTERA Quartus. 5. (embedding), Matlab - Simulink. VGA, . 6.

, ALTERA - Aria.

8 ., (3), ECTS: 5 1. ( , ). 2. .3. -

( ). 3. ( , Lyapunov,

--). 4. (-, ,

).

5. ( , , -).

6. ( , , ).

8 ., (4), ECTS: 5

, (, DH ,

)

, , . - , , . . Langrange.

.

( , ) / , ( , ,

)

8 ., (4), ECTS: 5 , , , Bode. , , . - . - , , , . . - . . , Fried, . . Butterworth, Chebychev, inverse Chebychev (Cauer). . , ,

Geffe. . Bessel-Thomson, , ,

Bessel-Thomson. GIC . . 8 ., (4), ECTS: 5 , , . , , . :

. . . . . .

. .

8 ., (3+1), ECTS: 5 RF, C, D, S , , , IF, . 8 ., (4), ECTS: 5 : , , . (resolution principle) (extension principle). -cuts, , . , , , , . . IF/THEN . , . , , (fuzzifier) - (defuzzifier). , , PI, PD PID. FZ-PI, FZ-PD FZ-PID. , , , . TSK singleton. - . . FCM . : perceptron . , . . back propagation. RBF, . - SOFM. Learning Vector Quantization (LVQ). . , neuro-fuzzy. HW 8 ., (3+1), ECTS: 5

. . , , , .

. .

.

FSM (Finite State Machine), Mealy Moore. , Huffman.

, Paul-Unger, , . FSM PROM.

ASM (Algorithmic State Machine). .

StC SysC (State and System Controller). -, . , , "" "", , . . -.

PrStC. (stepper/sequencer). , .

(fault testing) (verification) FF. . (n-bit

n-qubit register). . , Toffoli.

U (unitary operations). . , DFT. : 1. . 2,3. FF CMOS . 4. CMOS . 5. . 6. TTL, .7. ( HW SW).

8 ., (4), ECTS: 5 1. 2. : , 3. 2

3.1 Fourier, z 3.2 , 3.3 3.4 2

4. 4.1 , 4.2 4.3 4.4 ,

5. 5.1 5.2 5.3 , Wiener

6. 9 ., (4+1), ECTS: 5 (pattern recognition) . , , . , , , , - . : 1) : , ,

, SOM, , 2) : , , , ,

, SVMs, , , SVMs, , ,

3) - : , (PCA ISOMAP) 9 ., (2+1), ECTS: 3 :

, . . ,

: , ,

. , , : , ,

.

, . . (computing forensics) , XML , .

- 9 ., (2+1), ECTS: 3 :

/ . , / ,

.

.

,

( , ), .

9 ., (3), ECTS: 4 . , , . . :

().

: -, .

. .

, SQL.

.

, XML.

.

: , , , .

.

9 ., (2+1), ECTS: 3

, i .

.

( )

IEC 6113-3

IEC 61131-3

, , , .

C61499 . ( Internet, Modbus, CAN, Profibus, Foundation) . 9 ., (4), ECTS: 5 1. ( , ). 2. () ( ,

). 3. () ( ,

, ). 4. - (

, backstepping). 5. . 9 ., (4), ECTS: 5 1. () (multimedia) -, , , , 3D, Interactive. 2. ( formats) 3. : , 4. /:

4.1 4.2 / (DPCM/ADPCM, MP3, JPEG

, ITU - H.261 & H.262, ISO - MPEG-1/2/4) 5. (Streaming / RTSP, ITU-H.32x) 6. / (ISO-MPEG-7) VLSI 9 ., (3+1), ECTS: 5 MOS T: . , CMOS. (layout). , , , , , , . . / 9 ., (4), ECTS: 6 , , , . :

(testing and debugging) . VLSI-ASIC 9 ., (3+1), ECTS: 5 ( ) (< 40 nm). , , , , , . , . . ( Macro VLSI-ASIC).

RTL. (High-Level Synthesis). , HW 2 . Catapult Berkeley ESL. C/C++.

. ISP (Application Specific Instruction Set Processors). - ISP-LISA. (pipeline), , , (branches and jumps).

( ) ISP. Processor Designer. - VLSI-ASIC FPGA-ASIC.

- (Behavioral-Level Synthesis). CDFG. TLM (Transactions Level Modeling). . macro AES encoder/ decoder chipset .

. .

- . , , clock gating, Vth.

- (fault testing). , - . Ad-Hoc, BIST, Boundary Scan, Com-pressed Scan. Scan Test - . macro IEEE 11.49.x JTAG.

(clock tree). (clock delay), (skew) (jitter). fclock .

- (Verification) VLSI-ASIC. ( NP-complete , ). , , - (formal verification), (functional verifi-cation), (intelligent verification), (runtime verification). BDD (Binary Decision Diagram), (formal property checking), (model checking), SAT (symbolic traversal FSM), SAT, (equivalence checking). C/C++, VHDL Verilog.

. 4 VLSI-ASIC .

. , , , , , . . 3 . (Data Path). - DFG. scripts - Linux. . - MilkyWay Synopsis. STA SDC (Synopsis Design Constraints).

1. . RTL VHDL/Verilog - . Leda. (mapping) . , , 2D , . . - . SAIF . Power Compiler. Scan Test -. DFT Compiler. .

2. (PnR). , . . Monte Carlo. clock. (corners). EDIIF-LEF . Cadence SoC Encounter P&R. , . / . (Floorplanning). I/O, , macro, global, standard-cell. DRC. 40 nm. Calibre. standard cell (Placement). , (congestion). clock. - (Routing). (Electromigration, - ), (IR drop). EDIIF-GDSII.

3. (Signoff Analysis). (formal veri-fication). STA, -. crosstalk - ( ). . To SDF (Standard Delay Format). . PT-PX. . TetraMax.

4. ( < 90 nm). (Design for Manufacturing Flow). - . ( -) , OPC (Optical Proximity Correction). -. Cadence Encounter . . : 1-3. . 3-9. VLSI-ASIC, .

7 ., (4), ECTS: 6, Fourier (DFT). . DFT Fourier . Fourier (FFT). . FIR IIR. . .

7 ., (4), ECTS: 6, . , /2, , . . . , , . . , , , , . . . . . . . . . . . . -. . . / . Friis . / . -, / , , , , . / . , , , . . , , , , , .

7 ., (4+1), ECTS: 6, , , , , .

7 ., (4), ECTS: 5, :

- . - . - Maxwell Hamilton. - H Helmholtz .

: - H

. - Point-Matching, Rayleigh-Ritz, Galerkin, Least Squares, Sub-domain Collocation

. - .

:

- (Finite Difference Method): , , , , Gauss-Seidel, SOR, Crank-Nicolson, Dufort-Frankel.

- (Finite Element Method): , - , , , , - .

- (Moment and Boundary Element Method): , , Green.

- (Finite-Difference Time-Domain Method): , Yee, , , , , PML.

7 ., (4), ECTS: 5, . . . - . . . . . . sonar. , . Doppler. .

7 ., (3), ECTS: 4, , , , , , , , , , , , , .

7 ., (4), ECTS: 5, : . . . Huygens. Fermat. . : . . . . . . . . : . . . . . : . . : , , , , . . : . . . . . . Young. . . . : . Michelson, Mach-Zehnder Fabry-Perot. . : . Kirchhoff. Fresnel Fraunhofer. Fourier: . . . . : : , , , . . . . : . . . .

7 ., (4), ECTS: 4, . . : , , , .

8 ., (4+1), ECTS: 6, , . . (, , , ). (PCM, DPCM, DM). . . . . ISDN. .

8 ., (4+1), ECTS: 6, . : , , , . . . : . , . . GVD & TOD, , . . : Laser, , Laser (LD), LD (Fabry-Perot, VCSEL, DBR, DFB), , . (LED). . : PIN (APD). : (, , ), , (SNR), , , , (BER). : / (IM/DD), , , ( OTDM, WDM). (BPSK, QPSK). : , , , , Brillouin Raman.

8 ., (4), ECTS: 5, . . , . , . . . . . Shannon. . . . Shannon. . . .

7 ., (2), ECTS: 3, , , , , , , , .

8 ., (2), ECTS: 3, , , & , , , , & , (Digital Television), , - , .

8 ., (4+1), ECTS: 5, . . . Green. Pocklington. : , Yagi-Uda. NEC. . . . . .

(UWB). . . . , , . , . . . . . Green . . . . Chu. . . , , , , . , Dolph-Chebyshev . . .

(direction of arrival) (beamforming). (smart antennas). - (): , , . . , , .

8 ., (4), ECTS: 5, . . . . . . . Maxwell. . Stratton-Chu. . . . , . . . . Rayleigh. Born. WKB. .

8 ., (4), ECTS: 5, . . . . . -. . . . . . . , , , , . ( ).

8 ., (4), ECTS: 5, , DSL, WiFi, Bluetooth, , , , .

8 ., (3), ECTS: 4, . Schrdinger. - . , . Pauli . . .

8 ., (3), ECTS: 4, 1. . . , , . 2. . (), , , . (Ground Penetrating Radar). 3. . . . : , , , , . , , . (, , , , ). . . 4. .

9 ., (4+1), ECTS: 6, . . . . , Doppler FM/CW . , . (SLAR) (SAR) . P. (GPS, Galileo), - -.

9 ., (4+1), ECTS: 6, . , (ABCD). [ . . .] . Wilkinson, (90) , , 180, . . , , . . , , Faraday, , , , . , . , , , . PIN, . . GUNN IMPATT. . transistor: FET transistor. : . .

: KLYSTRON, GUNN, , , , SWR , .

9 ., (4+1), ECTS: 6, - - (Fading Channels) - - - - - Hand-over - (Diversity) - (Spatial Multiplexing, Space-Time Coding, Beam-forming) - OFDM 3G (UMTS) 4G (LTE, LTE-A) - , , - - - . : , ,

9 ., (2), ECTS: 3,

, - , & , , (SCSI, RAID, SATA), , HDTV, () , .

9 ., (3+1), ECTS: 4, . . . . , ISDN, xDSL. . SDH/WDM. . . . (QoS). , . WiMax LTE.

9 ., (4+1), ECTS: 4, : , , , , ,

, , , , .

: , , , , , , , , . : , , , , , , , , . : , , , , , (, , ), . : (, , Rayleigh), , , , , , . : , , , , , . : , , , , , , . : , , , , .

9 ., (4+1), ECTS: 5, , , Viterbi , - (C), Turbo,

(LDPC). . CDMA.

9 ., (3), ECTS: 4, Fabry-Perot. . . . - . . . , , . / . . , MUX, DEMUX. . (EDFA)

(SOA).

9 ., (4+1), ECTS: 5, , , : , , , , , , , . , , : , , CE, , (, , ), , . : , , , , , ,

, , , .

, : , , , Bode, , , , . , : , , Balun, , Friis, , (, , ). , : , , LISN CDN, , BCI, , , , . : , - , , , , , pigtail, , , . : , , , , , , /, , , , , , , . : ( , , , ), (, , , ), ( ), PCB, .

9 ., (4), ECTS: 5, 1. ( ,

, , Debye) 2.

2.1 : ( R, R12), , , , ( ).

2.2 , , (K, A, AE, Dst). 2.3 (, , ,

, ). 3.

3.1 Appleton 3.2 3.3

4. 5.

5.1 , , . 5.2 / ( , F1, F2, D, E, spread F),

. 5.3 (f, foE, FoF1, foF2, MUF, h, hm, TEC).

6. 6.1 ELF, VLF, LF, ,

. 6.2 MF ( ,

, , , / MW, ).

6.3 HF: ( foE, foF1, foF2, MUF, FOT, , ), ( : 9000km), .

6.4 VHF: VHF ( D, , , F ), F

6.5 - - . 7. ( D E,

Luxembourg, F) 8. -