Data Compression Techniques

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Questions and Answers

A projectile is launched at $10 m/s$ at an angle of $60°$ to the horizontal. At a certain time, its velocity makes an angle of $30°$. What is its speed at this instant?

  • $\frac{5}{\sqrt{3}}$
  • $\frac{10}{\sqrt{3}}$
  • $5\sqrt{3}$ (correct)
  • $10\sqrt{3}$

Two blocks of masses 2 kg and 4 kg are connected by a light string on a smooth horizontal surface. They are pulled by forces of 13 N and 24 N as shown. What is the tension in the string connecting the two blocks?

  • 4 N
  • Zero
  • 17.5 N
  • 11 N (correct)

The acceleration due to gravity is $g_1$ at a height $h = R/2$ (where R is the radius of the Earth) from the surface. It is again equal to $g_1$ at a depth $d$ below the surface. What is the ratio $d/R$?

  • $\frac{4}{9}$
  • $\frac{1}{3}$
  • $\frac{7}{9}$
  • $\frac{5}{9}$ (correct)

If $Z = \frac{A^3B^{1/3}}{CD^{3/2}}$ and the percentage errors in the measurements of A, B, C, and D are 1%, 3%, 2%, and 4% respectively, what is the percentage error in the calculation of Z?

<p>$1.2 \times 10^{-1}$ (B)</p> Signup and view all the answers

A projectile is fired with an initial velocity of 10 m/s at an angle of 60 degrees with the horizontal. What is the approximate magnitude of the vertical component of the projectile's velocity at the start?

<p>8.66 m/s (B)</p> Signup and view all the answers

Two blocks connected by a string are being pulled across a smooth surface. If the tension in the string is not zero, what must be true about the forces acting on the blocks?

<p>The net force on the system of two blocks is non-zero. (A)</p> Signup and view all the answers

How does the gravitational acceleration change when moving from the surface of the Earth to a height equal to half the Earth's radius ($R/2$)?

<p>It decreases by a factor of 9/4. (C)</p> Signup and view all the answers

In an experiment, the value of Z is calculated using measured values of A, B, C, and D. If variable C has the most significant impact on the uncertainty in Z, which of the following should be prioritized to improve the accuracy of Z?

<p>Reducing the percentage error in C. (D)</p> Signup and view all the answers

Two metallic blocks, M1 and M2, of the same cross-sectional area are connected. If the length of M1 is twice that of M2, and the temperature difference across both blocks is maintained during steady state, what can be said about the amount of heat flowing through the two blocks?

<p>The heat flowing through M1 and M2 is equal. (B)</p> Signup and view all the answers

A projectile is launched upwards at an angle. At the highest point of its trajectory, which of the following statements is true?

<p>The vertical component of velocity is zero, but the horizontal component is non-zero. (C)</p> Signup and view all the answers

Two blocks are connected by a string and pulled with a constant force. If the string suddenly breaks, what happens to the acceleration of the blocks?

<p>The acceleration of each block changes depending on the forces acting on them individually. (A)</p> Signup and view all the answers

Gravitational acceleration changes with altitude. How does it affect the calculation of potential energy of an object lifted to a height $h$ above the Earth's surface?

<p>A more complex formula accounting for the varying 'g' is required for accurate calculation. (B)</p> Signup and view all the answers

When calculating a value Z from other measured parameters, how does a random error in one of the parameters affect the final result?

<p>It can lead to either an overestimation or an underestimation of Z. (B)</p> Signup and view all the answers

In a steady-state heat conduction scenario involving two blocks in series, what determines the rate of heat flow through the blocks?

<p>The total thermal resistance of the combined blocks (C)</p> Signup and view all the answers

A ball is thrown upwards. Considering air resistance, what is true about the time it takes to go up versus the time it takes to come down to its initial position?

<p>Time up is less than time down. (C)</p> Signup and view all the answers

Two blocks of different masses are connected by a string. A force is applied to pull them across a frictionless surface. How does the tension in the string relate to the masses of the blocks?

<p>The tension is greater closer to the heavier mass. (C)</p> Signup and view all the answers

Imagine the radius of the Earth were to double suddenly, without any change in its mass. How would your weight change?

<p>It would be reduced to one-fourth. (A)</p> Signup and view all the answers

How does systematic error differ from random error in experimental measurements?

<p>Systematic error affects accuracy; random error affects precision. (B)</p> Signup and view all the answers

Two materials with different thermal conductivities are used as insulators. Which factor most significantly determines the rate of heat transfer through them?

<p>The thermal conductivity and thickness of the materials (D)</p> Signup and view all the answers

Flashcards

Horizontal Velocity of a Projectile

The horizontal velocity of a projectile remains constant throughout its flight, as there is no horizontal acceleration (ignoring air resistance).

Newton's Second Law

Relates the net force acting on an object to its mass and acceleration. F_net = ma.

Tension Force

The tension in a string connecting two blocks is the force transmitted through the string when it is pulled from opposite ends.

Gravity Variation with Height/Depth

The acceleration due to gravity decreases with height above the Earth's surface and increases with depth below the surface until the core.

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Error Propagation

The error in a calculated quantity Z based on errors in measured quantities A, B, C, and D can be determined using error propagation formulas derived from calculus.

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Thermal Conductivity

Under steady-state conditions, the rate of heat flow through two blocks in series is the same. The thermal conductivity of a material indicates its ability to conduct heat.

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Study Notes

  • Data compression involves reducing the size of data for efficient storage or transmission.

Lossless Compression

  • Original data can be perfectly recovered.
  • Examples include Run Length Encoding (RLE), Huffman Coding, and Lempel-Ziv Algorithms.

Lossy Compression

  • Some data is lost during compression, so the recovered data is not identical to the original.
  • Examples include JPEG, MPEG, and MP3.

Run Length Encoding (RLE)

  • Consecutive runs of the same symbol are replaced with a single symbol and a count of the run length.
  • RLE is simple and efficient if data contains long runs of identical symbols.
  • RLE is used in fax machines.
  • Example: Input "wwwwwwwhhhtttteeeee" becomes "w6h3t4e5".

Huffman Coding

  • It uses variable length encoding, assigns short codes to frequent symbols and long codes to infrequent ones.
  • Example Input: ABRACADABRA
  • Character Frequencies: A:5, B:2, R:2, C:1, D:1

Huffman Tree Construction

  • A tree is constructed bottom-up using symbol frequencies.
  • Two nodes with the smallest frequencies are picked and a new parent node is created.
  • The children of the new node are the picked nodes.
  • Frequency of the parent node is the sum of the frequencies of the children.
  • The process repeats until a single tree is formed.

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