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Questions and Answers
What is the main characteristic of analog data?
What is the main characteristic of analog data?
Why can computers not work with analog information directly?
Why can computers not work with analog information directly?
Which of the following best describes digital data?
Which of the following best describes digital data?
What type of device is exemplified by a mercury thermometer?
What type of device is exemplified by a mercury thermometer?
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What is a key goal of data representation in computing systems?
What is a key goal of data representation in computing systems?
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How do electronic signals, both analog and digital, behave as they travel?
How do electronic signals, both analog and digital, behave as they travel?
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Which of the following best describes the process of digitizing analog information?
Which of the following best describes the process of digitizing analog information?
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Which statement about binary digits is correct?
Which statement about binary digits is correct?
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What happens to information in an analog signal as it degrades?
What happens to information in an analog signal as it degrades?
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How does a digital signal differ from an analog signal in terms of degradation?
How does a digital signal differ from an analog signal in terms of degradation?
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What process is used to restore the shape of a digital signal during degradation?
What process is used to restore the shape of a digital signal during degradation?
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What defines the threshold for a digital signal?
What defines the threshold for a digital signal?
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What is the main consequence of fluctuating voltage in an analog signal?
What is the main consequence of fluctuating voltage in an analog signal?
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What effect does a larger base have on the representation of numbers?
What effect does a larger base have on the representation of numbers?
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In binary, what decimal number does the binary number 101 represent?
In binary, what decimal number does the binary number 101 represent?
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What is the decimal equivalent of the binary number 110?
What is the decimal equivalent of the binary number 110?
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What is the result of multiplying 3 and 6 in base 10?
What is the result of multiplying 3 and 6 in base 10?
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Which base does not use the digits 8 and 9?
Which base does not use the digits 8 and 9?
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How many symbols are used in base 10?
How many symbols are used in base 10?
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What is the decimal equivalent of the base 2 number 1001?
What is the decimal equivalent of the base 2 number 1001?
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What is the result of 3 + 4 in base 10?
What is the result of 3 + 4 in base 10?
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In base 10, what is the outcome of 5 x 7?
In base 10, what is the outcome of 5 x 7?
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What is the decimal (base 10) equivalent of the number 5278?
What is the decimal (base 10) equivalent of the number 5278?
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How many different digits are represented in base 6?
How many different digits are represented in base 6?
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What is the largest digit in base 6?
What is the largest digit in base 6?
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What would be the next value after 21z in base 6 when counting up by 1's, where z is the largest digit?
What would be the next value after 21z in base 6 when counting up by 1's, where z is the largest digit?
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Which method is used for converting a number from base B to base 10 using successive multiplication?
Which method is used for converting a number from base B to base 10 using successive multiplication?
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Which statement most accurately reflects how operations in any number base relate to base 10?
Which statement most accurately reflects how operations in any number base relate to base 10?
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Which of the following best describes the least significant digit in any number base?
Which of the following best describes the least significant digit in any number base?
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In the informal method of converting numbers from base B to base 10, what primary action is performed?
In the informal method of converting numbers from base B to base 10, what primary action is performed?
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Which numeral system is based on powers of 2?
Which numeral system is based on powers of 2?
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What is the range of values for a 16-bit number?
What is the range of values for a 16-bit number?
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In the hexadecimal system, which numerals are used?
In the hexadecimal system, which numerals are used?
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What is the equivalent decimal value of the binary number 1101 0110?
What is the equivalent decimal value of the binary number 1101 0110?
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Which base is used in the octal number system?
Which base is used in the octal number system?
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How many distinct symbols are used in the base 10 numeral system?
How many distinct symbols are used in the base 10 numeral system?
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What is the value of the numeral '64' in the octal number system when converted to decimal?
What is the value of the numeral '64' in the octal number system when converted to decimal?
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Which formula represents the range of possible numbers in a numeral system?
Which formula represents the range of possible numbers in a numeral system?
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What decimal number does the binary number 1010 represent?
What decimal number does the binary number 1010 represent?
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In a hexadecimal number, what is the value of 'A'?
In a hexadecimal number, what is the value of 'A'?
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How many different numbers can be represented with a 20-bit system?
How many different numbers can be represented with a 20-bit system?
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If the base is 2 and K is 4, what is the range of numbers?
If the base is 2 and K is 4, what is the range of numbers?
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Which of the following represents the decimal value of the hexadecimal number '1F'?
Which of the following represents the decimal value of the hexadecimal number '1F'?
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What does the term 'base' refer to in numerals systems?
What does the term 'base' refer to in numerals systems?
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What is the result of multiplying $38$ and $68$ in base 8?
What is the result of multiplying $38$ and $68$ in base 8?
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In octal addition, what is the sum of $6 + 1$?
In octal addition, what is the sum of $6 + 1$?
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Which statement is true regarding binary addition?
Which statement is true regarding binary addition?
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What is the largest single digit in hexadecimal addition?
What is the largest single digit in hexadecimal addition?
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Which operation is used for binary multiplication?
Which operation is used for binary multiplication?
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How is the sum calculated in base 10 when adding $6 + 4$?
How is the sum calculated in base 10 when adding $6 + 4$?
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What is the conversion of decimal $42$ to binary?
What is the conversion of decimal $42$ to binary?
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When converting from base 10 to base 8, what is the remainder of $7263$ when divided by $8$?
When converting from base 10 to base 8, what is the remainder of $7263$ when divided by $8$?
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What is the binary representation of hex value $1F67$?
What is the binary representation of hex value $1F67$?
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What is the first step in converting the number $8,039$ from base 10 to base 16?
What is the first step in converting the number $8,039$ from base 10 to base 16?
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What is the least significant bit when converting the decimal number $42$ to binary?
What is the least significant bit when converting the decimal number $42$ to binary?
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What is the result of converting the octal number $7263_8$ to decimal?
What is the result of converting the octal number $7263_8$ to decimal?
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How does the exclusive-OR logic function work?
How does the exclusive-OR logic function work?
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Study Notes
Operating Systems & Computer Architecture: Data Representation
- The presentation covers digital and analog signals, number representation, number bases, number base arithmetic, and number base conversion.
- Learning outcomes include comparing and differentiating between analog and digital signals, explaining data representation, storage, and manipulation within a computer, and performing number base conversions.
- Key terms include base, binary arithmetic, binary number, binary point, binary-decimal conversion, binary-hexadecimal conversion, binary-octal conversion, bit, decimal point, decimal-binary conversion, fractional conversion, hexadecimal-binary conversion, hexadecimal number, left shift, mixed number conversion, octal number, radix point, and right shift.
- Computing systems are finite machines with limited information storage capacity. Their goal is representing real-world data. Information can be represented as either analog or digital.
- Analog data is a continuous representation. For example, a mercury thermometer's mercury level changes continuously in proportion to temperature.
- Digital data is a discrete representation, breaking information into separate elements. Computers require digitization of analog information into binary digits.
- Digital signals degrade less when transmitted across a line than analog. This is due to digital signals sharply jumping between high and low states.
- Digital signals can be reclocked to regain their original shape after degradation, which does not apply to analog signals.
- Early computer design was decimal but John Von Neumann introduced binary data processing in 1945. This binary system is simpler to design and based on switching between on and off, used to perform calculations through Boolean logic.
- The decimal system is base 10, using digits from 0-9. The binary system is base 2, using digits 0 and 1. The octal system is base 8 (0-7). The hexadecimal system is base 16 (0-9, A-F).
- Bits are commonly stored and manipulated in groups of 8 bits (1 byte), 4 bytes (1 word). The number of bits used affects accuracy and limits the size of numbers a computer can handle, like impacting computer graphics.
- Game consoles have evolved using more bits for their processors such as 8 bits to 64 bits and greater.
- Different numerals can represent the same number of quantities. For example; |||| and IV represent 4. However, different bases imply the same quantity using different number of digits (|||| represents 4 in base 1, and IV represents 4 in base 10).
- Modern number systems are based on positional notation, where each digit has a different value depending on its position. This is further explained through examples of base 10, base 8, and base 16. Examples of positional notation are illustrated further through examples using binary.
- The range of possible numbers based on the base and the number of digits. For example, a 16-bit PC can store 65,536 distinct values.
- Conversion methods between bases and arithmetic tables for each base are provided for various bases. Examples show decimal to binary, decimal to hexadecimal, and octal to decimal conversions.
- Addition, multiplication, and XOR/AND Boolean arithmetic functions are demonstrated.
- Converting between bases 10, 2, and 16 are demonstrated and explained.
- Methods for converting numbers between base 8 and base 10 are provided.
Additional Information
- The presentation concludes with Q&A and a segue to the next topic, logic gates.
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Description
Test your understanding of data representation in computing systems with this quiz. Covering topics such as number bases, binary arithmetic, and data storage, this quiz will help you differentiate between analog and digital signals and perform various number base conversions.