The document discusses ARM assembly language basics including:
- Common syntax elements like labels, opcodes, operands, and comments.
- Instructions for moving data between registers and memory locations.
- Pseudo-instructions and data processing instructions for arithmetic, logical, and shift operations.
- Memory access instructions for loading and storing data using pre-indexing, post-indexing, and stack operations.
Arm Cortex material Arm Cortex material3222886.pptManju Badiger
The document discusses instruction sets for the Cortex-M3 processor. It describes the basic syntax and formatting of assembly language instructions, including opcodes, operands, labels, comments. It provides examples of common instructions for data movement between registers and memory, such as MOV, LDR, STR. It also covers arithmetic instructions like ADD, SUB, MUL, and branch instructions like B, BX. Rotations are only right rotations because the ARM architecture does not support left rotations of registers due to asymmetric register sizes.
The document discusses the ARM instruction set architecture. It covers the following key points:
- The ARM is a 32-bit architecture. Byte, halfword, and word sizes are defined.
- Most ARM processors implement the 32-bit ARM instruction set and 16-bit Thumb instruction set.
- Thumb-2 introduced variable-length 16-bit and 32-bit instructions, improving code density and performance over previous instruction sets.
- Documents covers topics like instruction formats, register usage, data types, addressing modes, and different instruction classes like data processing, branch/control flow, and memory access instructions.
This document discusses ARM instruction sets. It covers topics like ARM and Thumb instruction sets, assembler syntax, data processing instructions, memory access instructions, branch instructions, and instructions for loading constants. It provides details on different instruction types, their syntax, functionality and examples.
This document provides an overview of the ARM instruction set, which can be categorized into three groups: data processing instructions, data transfer instructions, and control flow instructions. It describes the various data processing instructions like move, arithmetic, logical, comparison, and multiply instructions. It also covers the different addressing modes for load/store single and multiple register instructions. Branch instructions and other instructions for program flow control are also outlined.
Here are the ARM instructions to translate the given C statement:
LDR r0, [r2, r1, LSL #2]
This loads the word from the address calculated by adding the value of register r1 left shifted by 2 (to scale the offset) to the base address in register r2. Since r1 contains the index y, this loads the word from the array at index y.
Here are the ARM instructions to translate the given C statement:
LDR r0, [r2, r1, LSL #2]
This loads the word from the address calculated by adding the value of register r1 left shifted by 2 (to scale the offset) to the base address in register r2. Since r1 contains the index y, this calculates the address of the element as base + (index * word size).
This document provides an overview of the ARM instruction set, including data processing instructions, branch instructions, load-store instructions, and more. It describes the purpose and syntax of common ARM instructions like MOV, ADD, SUB, LDR, and STR. Examples are given to illustrate how the instructions work and how operations like shifting can be used with instructions. The document also covers advanced topics like conditional execution, multiply instructions, and load-store multiple instructions.
This document discusses assembly language basics including instruction syntax, operands, constants, comments, and data definition directives. It also covers the unified assembly language (UAL) used for ARM and Thumb instructions, which allows selection of 16-bit and 32-bit instructions using the same syntax. Suffixes can specify instruction width, and 32-bit Thumb-2 instructions can be half word aligned.
Arm Cortex material Arm Cortex material3222886.pptManju Badiger
The document discusses instruction sets for the Cortex-M3 processor. It describes the basic syntax and formatting of assembly language instructions, including opcodes, operands, labels, comments. It provides examples of common instructions for data movement between registers and memory, such as MOV, LDR, STR. It also covers arithmetic instructions like ADD, SUB, MUL, and branch instructions like B, BX. Rotations are only right rotations because the ARM architecture does not support left rotations of registers due to asymmetric register sizes.
The document discusses the ARM instruction set architecture. It covers the following key points:
- The ARM is a 32-bit architecture. Byte, halfword, and word sizes are defined.
- Most ARM processors implement the 32-bit ARM instruction set and 16-bit Thumb instruction set.
- Thumb-2 introduced variable-length 16-bit and 32-bit instructions, improving code density and performance over previous instruction sets.
- Documents covers topics like instruction formats, register usage, data types, addressing modes, and different instruction classes like data processing, branch/control flow, and memory access instructions.
This document discusses ARM instruction sets. It covers topics like ARM and Thumb instruction sets, assembler syntax, data processing instructions, memory access instructions, branch instructions, and instructions for loading constants. It provides details on different instruction types, their syntax, functionality and examples.
This document provides an overview of the ARM instruction set, which can be categorized into three groups: data processing instructions, data transfer instructions, and control flow instructions. It describes the various data processing instructions like move, arithmetic, logical, comparison, and multiply instructions. It also covers the different addressing modes for load/store single and multiple register instructions. Branch instructions and other instructions for program flow control are also outlined.
Here are the ARM instructions to translate the given C statement:
LDR r0, [r2, r1, LSL #2]
This loads the word from the address calculated by adding the value of register r1 left shifted by 2 (to scale the offset) to the base address in register r2. Since r1 contains the index y, this loads the word from the array at index y.
Here are the ARM instructions to translate the given C statement:
LDR r0, [r2, r1, LSL #2]
This loads the word from the address calculated by adding the value of register r1 left shifted by 2 (to scale the offset) to the base address in register r2. Since r1 contains the index y, this calculates the address of the element as base + (index * word size).
This document provides an overview of the ARM instruction set, including data processing instructions, branch instructions, load-store instructions, and more. It describes the purpose and syntax of common ARM instructions like MOV, ADD, SUB, LDR, and STR. Examples are given to illustrate how the instructions work and how operations like shifting can be used with instructions. The document also covers advanced topics like conditional execution, multiply instructions, and load-store multiple instructions.
This document discusses assembly language basics including instruction syntax, operands, constants, comments, and data definition directives. It also covers the unified assembly language (UAL) used for ARM and Thumb instructions, which allows selection of 16-bit and 32-bit instructions using the same syntax. Suffixes can specify instruction width, and 32-bit Thumb-2 instructions can be half word aligned.
The document describes the ARM instruction set architecture (ISA). It discusses key aspects of the ARM ISA including the CPU registers, data types, instruction sets, addressing modes, data instructions, flow of control, and examples of assembly code translations for common C language constructs.
The document discusses various aspects of the ARM-7 architecture including its addressing modes, instruction set, and data processing instructions. It describes 9 different addressing modes including immediate, absolute, indirect, register, register indirect, base plus offset, base plus index, base plus scaled index, and stack addressing. It also provides details about the ARM instruction set, Thumb instruction set, and I/O system. Examples are given to illustrate different instructions such as MOV, SUB, ORR, CMP, MUL, branch instructions, LDR, STR, and SWI.
The document discusses ARM instructions. It introduces ARM as a RISC microprocessor used for low-power embedded applications. It describes the main features of ARM including 32-bit fixed length instructions that typically execute in a single cycle. It outlines the different types of ARM instructions - data processing, data transfer, and control flow instructions. It provides details on various data processing instructions including arithmetic, bitwise logical, register movement, and comparison operations. It also discusses the barrel shifter mechanism used to perform shift operations.
The document discusses the ARM instruction set. It begins by defining the instruction set and describing the three states of operation: compiler, assembly, and object code. It then describes various types of instructions like data processing, data transfer, and control flow instructions. The rest of the document provides details on ARM characteristics, registers, conditional execution, addressing modes, and examples of instructions for common operations.
This document discusses different addressing modes used in computer instructions including register, absolute, immediate, indirect, index, base with index, relative, autoincrement, and autodecrement modes. It provides examples of each mode and how effective memory addresses are calculated. The document also contains questions about identifying addressing modes and calculating effective addresses from sample instructions. Sorting algorithms like bubble sort are explained with C language and assembly language examples.
This document discusses different addressing modes used in computer instructions including register, absolute, immediate, indirect, index, base with index, relative, autoincrement, and autodecrement modes. It provides examples of each mode and how effective memory addresses are calculated. The document also contains questions about identifying addressing modes and calculating effective addresses from sample instructions. Sorting algorithms like bubble sort are explained with C language and assembly language examples.
This document provides an overview of the instruction set for the 8051 microcontroller. It describes the 8 addressing modes - register, direct, indirect, immediate, relative, absolute, long, and indexed. It provides examples of instructions using each addressing mode, including their opcodes, machine code encoding, operations performed, and examples of usage. Common instructions for moving data, logical operations, and arithmetic are demonstrated for each addressing mode. The relative jumps, absolute jumps, and subroutine calls are also detailed.
The document provides an overview of ARM Cortex M architecture and assembly programming. It discusses the RISC architecture of Cortex M processors, including details about the buses, registers, memory, and addressing modes. It also covers common assembly instructions for logical and shift operations, arithmetic, accessing memory, using the stack, function calls, and implementing conditionals and loops. The goal is to teach the basics of Cortex M architecture and how to program in assembly language for these processors.
The ARM instruction set defines how the CPU is controlled by software through instructions. It includes various types of instructions like data processing, data transfer, and control flow instructions. ARM uses 32-bit instructions and is heavily based on registers. It has 37 registers total. The ARM architecture is load/store, meaning there is no direct memory access - only load and store instructions can access memory. Instructions can conditionally execute and often use three operands.
The document discusses ARM architecture and assembly language programming. It covers the ARM family history, general purpose registers, instruction formats like MOV, ADD, SUB, load and store instructions, memory maps, and the current program status register (CPSR). Examples are provided to illustrate instructions like LDR, STR, LDRB, STRB, LDRH, and STRH. The conditional flags in the CPSR like carry, zero, and negative flags are also explained.
This document discusses the ARM instruction set and ARM-based microcontrollers. It describes load-store instructions for single and multiple register data transfer. It also covers branch instructions and theThumb instruction set. The document then discusses the LPC2148 ARM-based microcontroller, including its architecture, memory mapping, and peripherals. It notes the microcontroller has flash memory for code/data storage and SRAM for volatile storage, and peripherals are controlled via register access. Finally, it lists some hardware and software tools used for labs.
The document discusses various addressing modes and instructions of the 8051 microcontroller. It describes the five addressing modes - immediate, register, direct, register indirect and indexed. It explains each addressing mode in detail. It also explains the various instruction groups - data transfer, arithmetic, logical, boolean and branching instructions. It provides examples of instructions like MOV, ADD, ANL, JMP etc. and how they are used to manipulate data in the 8051.
This document provides an overview of the ARM instruction set architecture. It discusses the ARM programming model including its general purpose registers and status flags. It also covers ARM data types, data operations, load/store instructions, flow of control instructions, and subroutine calling conventions. Examples are provided to demonstrate how common programming constructs like if/else statements and for loops can be implemented in ARM assembly language.
The document provides an overview of the ARM instruction set architecture, including details about ARM versions, assembly language, programming model, data types, instructions, flow of control, and subroutine calling conventions. It describes the RISC-based load/store design of ARM, how most instructions execute in a single cycle, and that instructions can be conditionally executed. Examples are provided of common operations like assignments, if/else statements, and for loops in ARM assembly language.
This document discusses the differences between RISC and CISC instruction set architectures. RISC uses simple, fixed-length instructions that can execute in one cycle, while CISC uses more complex, variable-length instructions that may take multiple cycles. Key differences include RISC having fewer instructions, registers, and addressing modes compared to CISC, which aims to support high-level languages with a wider range of instructions. Branching, condition codes, and instruction formats are also covered.
The 8051 microcontroller supports 6 addressing modes:
1) Register addressing allows operands in registers.
2) Direct addressing specifies operands with an 8-bit address.
3) Indirect addressing uses registers R0-R1 to hold operand addresses.
4) Register specific addressing uses registers like the accumulator.
5) Immediate addressing encodes the operand in the instruction.
6) Index addressing accesses program memory using the DPTR or PC.
Introduction to debugging linux applicationscommiebstrd
The document provides an overview of ELF (Executable and Linkable Format) files, assembly language, CPU registers, memory addressing, basic assembly instructions, and debugging tools like GDB. It describes the sections and structure of ELF files, number bases, memory layout, common instructions, and how to use GDB commands to debug programs.
The document summarizes key aspects of the ARM instruction set architecture including:
- ARM instructions are 32-bit and there are 232 possible instructions defined.
- ARM uses a load-store architecture with 3-address instructions and conditional execution.
- The instruction set supports data processing, data movement, and flow control instructions. Data processing instructions support register, immediate, and shifted register operands.
This document provides information on data movement and manipulation using various instructions of the 8051 microcontroller. It describes different addressing modes like immediate, register, direct, indirect and their usage. Instructions to move data between memory locations, registers and SFRs like MOV, PUSH, POP, XCH are explained along with examples. External and code memory access for data transfer is also covered.
This document provides an overview of ARM instruction set architecture. It discusses various ARM data processing, branch, and load/store instructions. Data processing instructions include move, arithmetic, logical, comparison, and multiply instructions. Branch instructions change the flow of execution. Load/store instructions transfer data between registers and memory, including single register, multiple register, and half-word/byte instructions. The document provides syntax and examples to illustrate how each type of instruction works.
International Conference on NLP, Artificial Intelligence, Machine Learning an...gerogepatton
International Conference on NLP, Artificial Intelligence, Machine Learning and Applications (NLAIM 2024) offers a premier global platform for exchanging insights and findings in the theory, methodology, and applications of NLP, Artificial Intelligence, Machine Learning, and their applications. The conference seeks substantial contributions across all key domains of NLP, Artificial Intelligence, Machine Learning, and their practical applications, aiming to foster both theoretical advancements and real-world implementations. With a focus on facilitating collaboration between researchers and practitioners from academia and industry, the conference serves as a nexus for sharing the latest developments in the field.
The document describes the ARM instruction set architecture (ISA). It discusses key aspects of the ARM ISA including the CPU registers, data types, instruction sets, addressing modes, data instructions, flow of control, and examples of assembly code translations for common C language constructs.
The document discusses various aspects of the ARM-7 architecture including its addressing modes, instruction set, and data processing instructions. It describes 9 different addressing modes including immediate, absolute, indirect, register, register indirect, base plus offset, base plus index, base plus scaled index, and stack addressing. It also provides details about the ARM instruction set, Thumb instruction set, and I/O system. Examples are given to illustrate different instructions such as MOV, SUB, ORR, CMP, MUL, branch instructions, LDR, STR, and SWI.
The document discusses ARM instructions. It introduces ARM as a RISC microprocessor used for low-power embedded applications. It describes the main features of ARM including 32-bit fixed length instructions that typically execute in a single cycle. It outlines the different types of ARM instructions - data processing, data transfer, and control flow instructions. It provides details on various data processing instructions including arithmetic, bitwise logical, register movement, and comparison operations. It also discusses the barrel shifter mechanism used to perform shift operations.
The document discusses the ARM instruction set. It begins by defining the instruction set and describing the three states of operation: compiler, assembly, and object code. It then describes various types of instructions like data processing, data transfer, and control flow instructions. The rest of the document provides details on ARM characteristics, registers, conditional execution, addressing modes, and examples of instructions for common operations.
This document discusses different addressing modes used in computer instructions including register, absolute, immediate, indirect, index, base with index, relative, autoincrement, and autodecrement modes. It provides examples of each mode and how effective memory addresses are calculated. The document also contains questions about identifying addressing modes and calculating effective addresses from sample instructions. Sorting algorithms like bubble sort are explained with C language and assembly language examples.
This document discusses different addressing modes used in computer instructions including register, absolute, immediate, indirect, index, base with index, relative, autoincrement, and autodecrement modes. It provides examples of each mode and how effective memory addresses are calculated. The document also contains questions about identifying addressing modes and calculating effective addresses from sample instructions. Sorting algorithms like bubble sort are explained with C language and assembly language examples.
This document provides an overview of the instruction set for the 8051 microcontroller. It describes the 8 addressing modes - register, direct, indirect, immediate, relative, absolute, long, and indexed. It provides examples of instructions using each addressing mode, including their opcodes, machine code encoding, operations performed, and examples of usage. Common instructions for moving data, logical operations, and arithmetic are demonstrated for each addressing mode. The relative jumps, absolute jumps, and subroutine calls are also detailed.
The document provides an overview of ARM Cortex M architecture and assembly programming. It discusses the RISC architecture of Cortex M processors, including details about the buses, registers, memory, and addressing modes. It also covers common assembly instructions for logical and shift operations, arithmetic, accessing memory, using the stack, function calls, and implementing conditionals and loops. The goal is to teach the basics of Cortex M architecture and how to program in assembly language for these processors.
The ARM instruction set defines how the CPU is controlled by software through instructions. It includes various types of instructions like data processing, data transfer, and control flow instructions. ARM uses 32-bit instructions and is heavily based on registers. It has 37 registers total. The ARM architecture is load/store, meaning there is no direct memory access - only load and store instructions can access memory. Instructions can conditionally execute and often use three operands.
The document discusses ARM architecture and assembly language programming. It covers the ARM family history, general purpose registers, instruction formats like MOV, ADD, SUB, load and store instructions, memory maps, and the current program status register (CPSR). Examples are provided to illustrate instructions like LDR, STR, LDRB, STRB, LDRH, and STRH. The conditional flags in the CPSR like carry, zero, and negative flags are also explained.
This document discusses the ARM instruction set and ARM-based microcontrollers. It describes load-store instructions for single and multiple register data transfer. It also covers branch instructions and theThumb instruction set. The document then discusses the LPC2148 ARM-based microcontroller, including its architecture, memory mapping, and peripherals. It notes the microcontroller has flash memory for code/data storage and SRAM for volatile storage, and peripherals are controlled via register access. Finally, it lists some hardware and software tools used for labs.
The document discusses various addressing modes and instructions of the 8051 microcontroller. It describes the five addressing modes - immediate, register, direct, register indirect and indexed. It explains each addressing mode in detail. It also explains the various instruction groups - data transfer, arithmetic, logical, boolean and branching instructions. It provides examples of instructions like MOV, ADD, ANL, JMP etc. and how they are used to manipulate data in the 8051.
This document provides an overview of the ARM instruction set architecture. It discusses the ARM programming model including its general purpose registers and status flags. It also covers ARM data types, data operations, load/store instructions, flow of control instructions, and subroutine calling conventions. Examples are provided to demonstrate how common programming constructs like if/else statements and for loops can be implemented in ARM assembly language.
The document provides an overview of the ARM instruction set architecture, including details about ARM versions, assembly language, programming model, data types, instructions, flow of control, and subroutine calling conventions. It describes the RISC-based load/store design of ARM, how most instructions execute in a single cycle, and that instructions can be conditionally executed. Examples are provided of common operations like assignments, if/else statements, and for loops in ARM assembly language.
This document discusses the differences between RISC and CISC instruction set architectures. RISC uses simple, fixed-length instructions that can execute in one cycle, while CISC uses more complex, variable-length instructions that may take multiple cycles. Key differences include RISC having fewer instructions, registers, and addressing modes compared to CISC, which aims to support high-level languages with a wider range of instructions. Branching, condition codes, and instruction formats are also covered.
The 8051 microcontroller supports 6 addressing modes:
1) Register addressing allows operands in registers.
2) Direct addressing specifies operands with an 8-bit address.
3) Indirect addressing uses registers R0-R1 to hold operand addresses.
4) Register specific addressing uses registers like the accumulator.
5) Immediate addressing encodes the operand in the instruction.
6) Index addressing accesses program memory using the DPTR or PC.
Introduction to debugging linux applicationscommiebstrd
The document provides an overview of ELF (Executable and Linkable Format) files, assembly language, CPU registers, memory addressing, basic assembly instructions, and debugging tools like GDB. It describes the sections and structure of ELF files, number bases, memory layout, common instructions, and how to use GDB commands to debug programs.
The document summarizes key aspects of the ARM instruction set architecture including:
- ARM instructions are 32-bit and there are 232 possible instructions defined.
- ARM uses a load-store architecture with 3-address instructions and conditional execution.
- The instruction set supports data processing, data movement, and flow control instructions. Data processing instructions support register, immediate, and shifted register operands.
This document provides information on data movement and manipulation using various instructions of the 8051 microcontroller. It describes different addressing modes like immediate, register, direct, indirect and their usage. Instructions to move data between memory locations, registers and SFRs like MOV, PUSH, POP, XCH are explained along with examples. External and code memory access for data transfer is also covered.
This document provides an overview of ARM instruction set architecture. It discusses various ARM data processing, branch, and load/store instructions. Data processing instructions include move, arithmetic, logical, comparison, and multiply instructions. Branch instructions change the flow of execution. Load/store instructions transfer data between registers and memory, including single register, multiple register, and half-word/byte instructions. The document provides syntax and examples to illustrate how each type of instruction works.
International Conference on NLP, Artificial Intelligence, Machine Learning an...gerogepatton
International Conference on NLP, Artificial Intelligence, Machine Learning and Applications (NLAIM 2024) offers a premier global platform for exchanging insights and findings in the theory, methodology, and applications of NLP, Artificial Intelligence, Machine Learning, and their applications. The conference seeks substantial contributions across all key domains of NLP, Artificial Intelligence, Machine Learning, and their practical applications, aiming to foster both theoretical advancements and real-world implementations. With a focus on facilitating collaboration between researchers and practitioners from academia and industry, the conference serves as a nexus for sharing the latest developments in the field.
TIME DIVISION MULTIPLEXING TECHNIQUE FOR COMMUNICATION SYSTEMHODECEDSIET
Time Division Multiplexing (TDM) is a method of transmitting multiple signals over a single communication channel by dividing the signal into many segments, each having a very short duration of time. These time slots are then allocated to different data streams, allowing multiple signals to share the same transmission medium efficiently. TDM is widely used in telecommunications and data communication systems.
### How TDM Works
1. **Time Slots Allocation**: The core principle of TDM is to assign distinct time slots to each signal. During each time slot, the respective signal is transmitted, and then the process repeats cyclically. For example, if there are four signals to be transmitted, the TDM cycle will divide time into four slots, each assigned to one signal.
2. **Synchronization**: Synchronization is crucial in TDM systems to ensure that the signals are correctly aligned with their respective time slots. Both the transmitter and receiver must be synchronized to avoid any overlap or loss of data. This synchronization is typically maintained by a clock signal that ensures time slots are accurately aligned.
3. **Frame Structure**: TDM data is organized into frames, where each frame consists of a set of time slots. Each frame is repeated at regular intervals, ensuring continuous transmission of data streams. The frame structure helps in managing the data streams and maintaining the synchronization between the transmitter and receiver.
4. **Multiplexer and Demultiplexer**: At the transmitting end, a multiplexer combines multiple input signals into a single composite signal by assigning each signal to a specific time slot. At the receiving end, a demultiplexer separates the composite signal back into individual signals based on their respective time slots.
### Types of TDM
1. **Synchronous TDM**: In synchronous TDM, time slots are pre-assigned to each signal, regardless of whether the signal has data to transmit or not. This can lead to inefficiencies if some time slots remain empty due to the absence of data.
2. **Asynchronous TDM (or Statistical TDM)**: Asynchronous TDM addresses the inefficiencies of synchronous TDM by allocating time slots dynamically based on the presence of data. Time slots are assigned only when there is data to transmit, which optimizes the use of the communication channel.
### Applications of TDM
- **Telecommunications**: TDM is extensively used in telecommunication systems, such as in T1 and E1 lines, where multiple telephone calls are transmitted over a single line by assigning each call to a specific time slot.
- **Digital Audio and Video Broadcasting**: TDM is used in broadcasting systems to transmit multiple audio or video streams over a single channel, ensuring efficient use of bandwidth.
- **Computer Networks**: TDM is used in network protocols and systems to manage the transmission of data from multiple sources over a single network medium.
### Advantages of TDM
- **Efficient Use of Bandwidth**: TDM all
Using recycled concrete aggregates (RCA) for pavements is crucial to achieving sustainability. Implementing RCA for new pavement can minimize carbon footprint, conserve natural resources, reduce harmful emissions, and lower life cycle costs. Compared to natural aggregate (NA), RCA pavement has fewer comprehensive studies and sustainability assessments.
Advanced control scheme of doubly fed induction generator for wind turbine us...IJECEIAES
This paper describes a speed control device for generating electrical energy on an electricity network based on the doubly fed induction generator (DFIG) used for wind power conversion systems. At first, a double-fed induction generator model was constructed. A control law is formulated to govern the flow of energy between the stator of a DFIG and the energy network using three types of controllers: proportional integral (PI), sliding mode controller (SMC) and second order sliding mode controller (SOSMC). Their different results in terms of power reference tracking, reaction to unexpected speed fluctuations, sensitivity to perturbations, and resilience against machine parameter alterations are compared. MATLAB/Simulink was used to conduct the simulations for the preceding study. Multiple simulations have shown very satisfying results, and the investigations demonstrate the efficacy and power-enhancing capabilities of the suggested control system.
Batteries -Introduction – Types of Batteries – discharging and charging of battery - characteristics of battery –battery rating- various tests on battery- – Primary battery: silver button cell- Secondary battery :Ni-Cd battery-modern battery: lithium ion battery-maintenance of batteries-choices of batteries for electric vehicle applications.
Fuel Cells: Introduction- importance and classification of fuel cells - description, principle, components, applications of fuel cells: H2-O2 fuel cell, alkaline fuel cell, molten carbonate fuel cell and direct methanol fuel cells.
Understanding Inductive Bias in Machine LearningSUTEJAS
This presentation explores the concept of inductive bias in machine learning. It explains how algorithms come with built-in assumptions and preferences that guide the learning process. You'll learn about the different types of inductive bias and how they can impact the performance and generalizability of machine learning models.
The presentation also covers the positive and negative aspects of inductive bias, along with strategies for mitigating potential drawbacks. We'll explore examples of how bias manifests in algorithms like neural networks and decision trees.
By understanding inductive bias, you can gain valuable insights into how machine learning models work and make informed decisions when building and deploying them.
Comparative analysis between traditional aquaponics and reconstructed aquapon...bijceesjournal
The aquaponic system of planting is a method that does not require soil usage. It is a method that only needs water, fish, lava rocks (a substitute for soil), and plants. Aquaponic systems are sustainable and environmentally friendly. Its use not only helps to plant in small spaces but also helps reduce artificial chemical use and minimizes excess water use, as aquaponics consumes 90% less water than soil-based gardening. The study applied a descriptive and experimental design to assess and compare conventional and reconstructed aquaponic methods for reproducing tomatoes. The researchers created an observation checklist to determine the significant factors of the study. The study aims to determine the significant difference between traditional aquaponics and reconstructed aquaponics systems propagating tomatoes in terms of height, weight, girth, and number of fruits. The reconstructed aquaponics system’s higher growth yield results in a much more nourished crop than the traditional aquaponics system. It is superior in its number of fruits, height, weight, and girth measurement. Moreover, the reconstructed aquaponics system is proven to eliminate all the hindrances present in the traditional aquaponics system, which are overcrowding of fish, algae growth, pest problems, contaminated water, and dead fish.
Embedded machine learning-based road conditions and driving behavior monitoringIJECEIAES
Car accident rates have increased in recent years, resulting in losses in human lives, properties, and other financial costs. An embedded machine learning-based system is developed to address this critical issue. The system can monitor road conditions, detect driving patterns, and identify aggressive driving behaviors. The system is based on neural networks trained on a comprehensive dataset of driving events, driving styles, and road conditions. The system effectively detects potential risks and helps mitigate the frequency and impact of accidents. The primary goal is to ensure the safety of drivers and vehicles. Collecting data involved gathering information on three key road events: normal street and normal drive, speed bumps, circular yellow speed bumps, and three aggressive driving actions: sudden start, sudden stop, and sudden entry. The gathered data is processed and analyzed using a machine learning system designed for limited power and memory devices. The developed system resulted in 91.9% accuracy, 93.6% precision, and 92% recall. The achieved inference time on an Arduino Nano 33 BLE Sense with a 32-bit CPU running at 64 MHz is 34 ms and requires 2.6 kB peak RAM and 139.9 kB program flash memory, making it suitable for resource-constrained embedded systems.
CHINA’S GEO-ECONOMIC OUTREACH IN CENTRAL ASIAN COUNTRIES AND FUTURE PROSPECTjpsjournal1
The rivalry between prominent international actors for dominance over Central Asia's hydrocarbon
reserves and the ancient silk trade route, along with China's diplomatic endeavours in the area, has been
referred to as the "New Great Game." This research centres on the power struggle, considering
geopolitical, geostrategic, and geoeconomic variables. Topics including trade, political hegemony, oil
politics, and conventional and nontraditional security are all explored and explained by the researcher.
Using Mackinder's Heartland, Spykman Rimland, and Hegemonic Stability theories, examines China's role
in Central Asia. This study adheres to the empirical epistemological method and has taken care of
objectivity. This study analyze primary and secondary research documents critically to elaborate role of
china’s geo economic outreach in central Asian countries and its future prospect. China is thriving in trade,
pipeline politics, and winning states, according to this study, thanks to important instruments like the
Shanghai Cooperation Organisation and the Belt and Road Economic Initiative. According to this study,
China is seeing significant success in commerce, pipeline politics, and gaining influence on other
governments. This success may be attributed to the effective utilisation of key tools such as the Shanghai
Cooperation Organisation and the Belt and Road Economic Initiative.
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELgerogepatton
As digital technology becomes more deeply embedded in power systems, protecting the communication
networks of Smart Grids (SG) has emerged as a critical concern. Distributed Network Protocol 3 (DNP3)
represents a multi-tiered application layer protocol extensively utilized in Supervisory Control and Data
Acquisition (SCADA)-based smart grids to facilitate real-time data gathering and control functionalities.
Robust Intrusion Detection Systems (IDS) are necessary for early threat detection and mitigation because
of the interconnection of these networks, which makes them vulnerable to a variety of cyberattacks. To
solve this issue, this paper develops a hybrid Deep Learning (DL) model specifically designed for intrusion
detection in smart grids. The proposed approach is a combination of the Convolutional Neural Network
(CNN) and the Long-Short-Term Memory algorithms (LSTM). We employed a recent intrusion detection
dataset (DNP3), which focuses on unauthorized commands and Denial of Service (DoS) cyberattacks, to
train and test our model. The results of our experiments show that our CNN-LSTM method is much better
at finding smart grid intrusions than other deep learning algorithms used for classification. In addition,
our proposed approach improves accuracy, precision, recall, and F1 score, achieving a high detection
accuracy rate of 99.50%.
Introduction- e - waste – definition - sources of e-waste– hazardous substances in e-waste - effects of e-waste on environment and human health- need for e-waste management– e-waste handling rules - waste minimization techniques for managing e-waste – recycling of e-waste - disposal treatment methods of e- waste – mechanism of extraction of precious metal from leaching solution-global Scenario of E-waste – E-waste in India- case studies.
Using recycled concrete aggregates (RCA) for pavements is crucial to achieving sustainability. Implementing RCA for new pavement can minimize carbon footprint, conserve natural resources, reduce harmful emissions, and lower life cycle costs. Compared to natural aggregate (NA), RCA pavement has fewer comprehensive studies and sustainability assessments.
2. Assembly Basics
• we introduce some basic syntax of ARM assembly to
make it easier to understand the rest of the code
Assembler Language: Basic Syntax
ARM assembly syntax:
Label:
opcode operand1, operand2, ... ; Comments
• Label is used as a reference to an address location
• Opcode/Mnemonic is the name of the instruction;
• Operand1 is the destination of the operation;
• Operand2 is normally the source of the operation;
• Comments are written after” ; “ , which does not affect the program;
EXAMPLE:
3. Moving immediate data:
MOV R3, #0x11 ; Set register R3 to 0x11
Constants using EQU:
NVIC_IRQ_SETEN0 EQU 0xE000E100;
Use of DCI, DCB, DCD:
• DCI (Define Constant Instruction) can be used to code an instruction if the assembler
cannot generate the exact instruction
DCI 0xBE00 ; → Opcode for Breakpoint (BKPT 0) ,a 16 bit instruction
• DCB (Define Constant Byte) for defining byte size constant values, such as characters;
MY_NUMBER DCD 0x12345678; →MY_NUMBER =0x12345678 , Get the value
code
• DCD (Define Constant Data) for defining word size constant values to define binary
data in your code.
HELLO_TXT DCB "Hellon",0; →HELLO_TXT= Hello Various other instructions will
be explained later on
4. Assembler Language: Use of Suffixes
Table 4.1 Suffixes in Instructions
Suffix Description
S Update Application Program Status register (APSR)
(flags); for example: ADDS R0, R1 ; this will update APSR
EQ, NE, LT, GT, and Conditional execution; EQ = Equal, NE = Not Equal, LT=
Less Than, GT = Greater so on Than, and so forth. For example:
BEQ<Label> ; Branch if equal
5. Assembler Language: Unified Assembler Language
To support and get the best out of the Thumb®-2 instruction set, the Unified Assembler
Language (UAL) was developed to allow selection of 16-bit and 32-bit instructions and to
make it easier to port applications between ARM code and Thumb code by using the same
syntax for both.
ADD R0, R1 ; R0 = R0 + R1, using Traditional Thumb syntax
ADD R0, R0, R1 ; Equivalent instruction using UAL syntax
AND R0, R1 ; Traditional Thumb syntax
ANDS R0, R0, R1 ; Equivalent UAL syntax (S suffix is added)
ADDS R0, #1 ; Use 16-bit Thumb instruction by default
; for smaller size
ADDS.N R0, #1 ; Use 16-bit Thumb instruction (N=Narrow)
ADDS.W R0, #1 ; Use 32-bit Thumb-2 instruction (W=wide)
6. Instruction List
The ARM Cortex instruction can be classified into the following:
1. Moving Data
2. Pseudo-Instructions
3.Data processing instructions
4. Call & Unconditional Branch Instructions
5. Decision & Conditional Branch Instructions
6. Combined Compare & Conditional branch Instructions
7. Instruction Barrier & Memory Barrier Instructions
8. Saturation operation Instructions
9. Useful Thumb-2 instruction
7. Move instructions
This can be grouped into the following category:
• Moving Data Between Register And Register
• Moving An Immediate Data Value Into A Register
• Moving Data Between Memory And Register
• Moving Data Between Special Register And Register
8. (a) Moving Data Between Register And Register
MOV R8, R3;
data from R3 goes into R8.
(b) Moving An Immediate data value Into a Register
MOV R0,#0X12
12Hex goes into R0.
MOV R1, # ‘A’
ASCII value of A goes into R1.
MOVS R0, #0X78
Suffix S is used to move 8 bit or less than that into register 78H goes to
R0.
MOVW.W R0,#0X789A
it’s a thumb-2 instruction. Moves 32 bit data 0000789A to R0.
Data 3456789A can be stored in R0 as
MOVW.W R0,#0X789A
moves 789A as LOWER 16-bit data in R0.
MOVT.W R0,#0X3456
moves 3456 as HIGHER 16-bit data in R0.
MOVT
upper 16bits , MOVW
lower 16bits
9. (c) Moving Data Between Memory And Register
The ARM supports memory access via two instructions, LDR and STR
LDRB Rd, [Rn, #offset] Read byte from memory location Rn + offset
(Calculates an address from a base register value & an offset regiter value, Loads a byte
from memory,zero extends it to form a 32 bit word & writes it to a register)
LDRH Rd, [Rn, #offset] Read half word from memory location Rn + offset
LDR Rd, [Rn, #offset] Read word from memory location Rn + offset
LDRD Rd1,Rd2, [Rn, #offset] Read double word from memory location Rn + offset
(Calculate an address fron a base register value & an immediate offset, loads two words
from memory & writes them to two registers.)
STRB Rd, [Rn, #offset] Store byte to memory location Rn + offset
STRH Rd, [Rn, #offset] Store half word to memory location Rn + offset
STR Rd, [Rn, #offset] Store word to memory location Rn + offset
STRD Rd1,Rd2, [Rn, #offset] Store double word to memory location Rn + offset
10. The exclamation mark (!) in the instruction specifies whether the register Rd should be updated
after the instruction is completed.
“!” indicates the update of base register R1
STMIA.W R8!, {R0-R3} ; R8 changed to 0x8010 after store; (increment by 4 words)
STMIA.W R8 , {R0-R3} ; R8 unchanged after store.
(Store multiple,Increment after):-Stores multiple registers to consecutive memory locations
using an address from a base register)
ARM processors also support memory accesses with preindexing and postindexing.
(a) Pre-Indexing
• Pre-indexing load instructions for various sizes (word, byte, half word, and double word)
LDR.W Rd, [Rn, #offset]!
LDRB.W Rd, [Rn, #offset]!
LDRH.W Rd, [Rn, #offset]!
LDRD.W Rd1, Rd2,[Rn, #offset]!
• Pre-indexing load instructions for various sizes with sign extend (byte, half word)
LDRSB.W Rd, [Rn, #offset]!
LDRSH.W Rd, [Rn, #offset]!
11. Pre-indexing store instructions for various sizes (word, byte, half word, and double word)
STR.W Rd, [Rn, #offset]!
STRB.W Rd, [Rn, #offset]!
STRH.W Rd, [Rn, #offset]!
STRD.W Rd1, Rd2,[Rn, #offset]!
ARM Cortex-3 also supports multiple memory load and store operation with Increment after
and decrement before facility. This is illustrated below.
12. b) Post indexing
Postindexing memory access instructions carry out the memory transfer using the base address
specified by the register and then update the address register afterward.
For example,
LDR.W R0,[R1], #offset ; Read memory[R1], with R1 is updated to R1+offset
• Postindexing load instructions for various sizes (word, byte, half word, and double word)
LDR.W Rd, [Rn], #offset
LDRB.W Rd, [Rn], #offset
LDRH.W Rd, [Rn], #offset
LDRD.W Rd1, Rd2,[Rn], #offset
• Postindexing load instructions for various sizes with sign extend (byte, half word)
LDRSB.W Rd, [Rn], #offset
LDRSH.W Rd, [Rn], #offset
• Postindexing store instructions for various sizes (word, byte,half word, and double word)
STR.W Rd, [Rn], #offset
STRB.W Rd, [Rn], #offset
STRH.W Rd, [Rn], #offset
STRD.W Rd1, Rd2,[Rn], #offset
13. Two other types of memory operation are Stack PUSH and Stack POP.
Accessing Stack memory Locations through PUSH & POP
PUSH {R0, R4-R7, R9} ; Push R0, R4, R5, R6, R7, R9 into stack memory
POP {R2,R3} ; Pop R2 and R3 from stack
Usually, a PUSH instruction will have a corresponding POP with the same register list, but this is
not always necessary.
• For example, a common exception is when POP is used as a function return:
PUSH {R0-R3, LR} ; Save register contents at beginning of subroutine
.... ..........................; Processing
.......
........
POP {R0-R3, PC} ; restore registers and return
14. (d)Moving data between special Registers to another Register
To access APSR registers, one can use the instructions MRS and MSR. For example,
MRS R0, PSR ; Read Processor status word into R0
MSR CONTROL, R1 ; Write value of R1 into control register
• APSR can be written only in privileged mode.
15. Pseudo-Instructions
• Both LDR and ADR pseudo-instructions can be used to set registers to a program address
value. They have different syntaxes and behaviors.
• For LDR, if the address is a program address value, the assembler will automatically set
the LSB to 1.
LDR R0, = address1 ; R0 set to 0x4001
.............................
address1 ; address here is 0x4000
Mov R0, R1 ; address1 contains program code
• If address1 is a data address, LSB will not be changed.
LDR R0, =address1 ; R0 set to 0x4000
...
address1 ; address here is 0x4000
DCD 0x0 ; address1 contains data
• For ADR, one can load the address value of a program code into a register without setting
the LSB automatically and no equal sign (=) in the ADR statement is required.
ADR R0, address1
...
address1 ; (address here is 0x4000)
MOV R0, R1 ; address1 contains program code.
16. Data Processing Instructions
The Cortex-M3 provides many different instructions for data processing
(a) Arithmetic operation instructions include ADD, SUB, MUL, DIV, unsigned and signed
divide (UDIV/SDIV).
(b) Logical instructions include AND, OR, NOT, Exor, Shift & Rotate.
• ADD instruction can operate between two registers or between one register and an
immediate data value:
ADD R0, R0, R1 ; R0 = R0 + R1
ADDS R0, R0, #0x12 ; R0 = R0 + 0x12
ADD.W R0, R1, R2 ; R0 = R1 + R2
ADD.W R0, R1, R2 ; Flag unchanged. ADDS.W R0, R1, R2 ; Flag change.
All the Cortex-M3 Arithmetic Instructions are listed below: