state exams

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What is an embedded system?
sākt mācīties
A dedicated computer system embedded within a larger device, designed for specific control functions
Name three common communication protocols used in microcontrollers
sākt mācīties
UART, SPI, I2C
What are the three main types of materials in electrical engineering
sākt mācīties
Conductors, semiconductors, insulators
What is the difference between countable and uncountable sets?
sākt mācīties
Countable sets can be out in one-to-one with natural numbers; uncountable sets cannot
Define reflexive, symmetric, and transistive properties of a binary relation
sākt mācīties
Reflexive xRx = xRx; symmetric xRy = yRx; transistive xRy = yRz then xRz
What does a =_ b (mod n) mean
sākt mācīties
a and b have the same remainder when divided by n
write the general form of a linear ordinary differential equation of order n
sākt mācīties
an(t)y^n + an-1(t)y^n-1=... a0(t)y = g(t)
How do you find the general solution to a homogenous linear ODE with constant coefficients
sākt mācīties
solve the characteristic equation for roots r; solution is a combination of terms like e^rt
What is the key idea behind the gaussian elimination alogirthm
sākt mācīties
use row operations to reduce the system to upper triangular form then solve by back substitution
Name two iterative methods for solving large linear systems
sākt mācīties
Jacobi method and gauss seidel method
What is the difference between combinational and sequential logic circuits
sākt mācīties
combinational output depend only on current inputs while sequential on inputs and past states
what is a tree in graph theory
sākt mācīties
a connected acyclic graph
what does the rank of a matrix indicate
sākt mācīties
the maximum number of linearly independent rows or columns
what is the difference between absolute and relative error
sākt mācīties
absolute error is the magnitude of the difference between true and approximate value; relative error is the absolute error divided by the true value
What is simple harmonic motion
sākt mācīties
oscillatory motion described by x=A cos(wt+ phi) where w = sqr(k/m)
define stability in system control
sākt mācīties
a system is stable if it returns to equilibrium after a disturbance
what is an equivalence relation
sākt mācīties
a relation that is reflexive symmetric and transitive
what is the role of eigenvalues and eigenvectors in solving systems of linear ODEs
sākt mācīties
they help find the fundamental solutions typically e^deltat v
name common numerical integration methods
sākt mācīties
trapezoidal and simpson rule
what is the wronskian used for
sākt mācīties
to check the linear independence of solutions to differential equations
what is the significance of the condition number of a matrix
sākt mācīties
it measures how sensitive the solution of a linear system is to changes or errors in the input
what is the difference between homogenous and nonhomgenous differential equations
sākt mācīties
homogenous has zero forcing them
what components make up a typical microcontroller architecture
sākt mācīties
cpu; ram; rom; i/o ports; timers; ADC/DAC; communication interfaces
difference between conductors semiconductors and insulators in terms of electron flow
sākt mācīties
conductors have free electrons for easy flow, semiconductors have linited free electrons; insulators gave very few free electrons
what is the a* algorithm
sākt mācīties
it finds the shortest path efficiently using heuristics
define open loop and closed loop control systems
sākt mācīties
open loop has no feedback; close loop uses feedback to adjust output
what data structure is ideal for implementing a priority queue
sākt mācīties
binary heap
what is the purpose of a flip flop in digital circuits
sākt mācīties
to store one bit of memory
formula for frequency of simple harmonic motion
sākt mācīties
f = 1/2pi * sqr(k/m)
difference between mean and variance of data set
sākt mācīties
mean avarage of values while variance is average of squared deviayions from mean
what is bipartite graph
sākt mācīties
graph whose vertices can be divided jnto two disjoint sets with edges only between sets
what is modular arithmetic used for
sākt mācīties
to perform calculations with numbers wrapped around after reaching a certain modules
how does the method of jndetermined coefficients work for solving ODEs
sākt mācīties
guess the form of particular solution based on g(t) and solve for coefficients
dofference between lu and choelsky decomposition
sākt mācīties
lu is for general matrices cholesky for symmetric positive definite matrices
name a common iterative method for large sparse linear systems and its key advantage
sākt mācīties
conjugate gradient method; it converges wuickly for positive definite matrices
what is the main cause of truncation error in nimerical methods
sākt mācīties
approximating infinite series or derivatives by finite steps
whats the general structure of a feedback control system
sākt mācīties
input - controller - plant - output - feedback -comparator - controller
how do you test uf a set of vectors is linearly independent
sākt mācīties
check if the determinant of the matrix formed by vectors is nonzero or use wronskian for functions
what is the significance of eigenvalues with negative real parts in control systems
sākt mācīties
they kndicate stable system behavior
difference between trapezoidal and simposns rile for number integration
sākt mācīties
approximation with trapezoids or uses a parabolic arcs generally more accurate
whats equivalence class
sākt mācīties
a subset where all elements are equivalent under an equivalnce relation
whens algorithm stable
sākt mācīties
small input errors produce small output errors so no amplification of errors
whats bayes theorem used for in data classification
sākt mācīties
updating the probability estimate for a hypothesis as more evidence becomes available
dofference between parametric and non parametric estimation
sākt mācīties
in parametric we assume distribution
what role timers and interrupts play in microcontrollers
sākt mācīties
timers measure intervals; interrupts handle asynchronous events efficiently

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