Challenge

Project 2-Highway Assistant-Lane Changing Assistant

Highway Assistant – Lane Changing Assistant

Introduction to the Feature:

The Highway Assistant supports the driver and takes over the longitudinal and lateral guidance of the vehicle in monotonous driving situations on highways. The partially automated function can automatically start, accelerate, brake as well as steer the vehicle to a certain extent. The driver has to permanently supervise the system and be ready to take over the complete control of the vehicle at any time.

Drivers are taught to assess surrounding traffic before changing lanes by checking their rearview and side mirrors and looking over each shoulder. However, even for those who follow this sequence of checks, the vehicle's blind spot – the area alongside and just behind the vehicle – is a constant source of danger and often the cause of serious accidents. Even vehicles approaching quickly from behind can pose a risk. To make changing lanes safer, this feature has been developed.

Basic Working Principle:

Highway Assistant is a partially automated driving function for a speed range of up to 180 km/h (112 mph) on highways. It combines the radar-based longitudinal guidance of Adaptive Cruise Control (ACC) with the video-based lateral guidance of lane keeping support in one system. Highway Assistant can be supplemented by an automatic lane change initiated and monitored by the driver in a speed range of 60 – 130 km/h (35 – 80 mph).

The lane Change Assistant works by using two mid-range radar sensors that are concealed in the rear bumper – one on the left, one on the right. These two sensors monitor the area alongside and behind the car. Powerful control software collates the sensor information to create a complete picture of all traffic in the area behind the vehicle.Whenever another vehicle approaches at speed from behind or is already present in the blind spot, a signal such as a warning light in the side mirror alerts the driver to the hazard. Should the driver still activate the turn signal with the intention of changing lanes, the system issues an additional acoustic and/or haptic warning.

Problem Statement:

To develop one specific requirement of Highway Assistant – Lane Changing Assistant algorithm. Please note that the whole Highway Assistant – Lane Changing Assistant is a very huge algorithm & only one small part of the logic is implemented here. Idea is to familiarize with concepts of Autosar Software Component Development in MATLAB Environment by following the Model Based Development guidelines. The Project must be done keeping in mind the following processes & steps.

  • This model must be developed in MATLAB Simulink per MBD guidelines.
  • Code Generation Profile must be Autosar Coder.
  • Simulink Data Dictionary must be created for the model & must be linked to the model.
  • All the input & output signals must be mapped into the Autosar Editor.
  • Model Advisor Report is mandatory & this will be followed by Code Generation.

Calibration & Signals Data list:

Input Signals:

Name of the Signal

Data Type

Range

Highway_Input_Signal

uint8

0 - 255

Enable_Display

uint8

0 – 255

Input_Switch

uint8

0 – 255

Lane_Input_Signal

uint8

0 - 255

Local Signals:

Name of the Signal

Data Type

Range

Highway_Display_Mode_1

uint8

0 - 255

Highway_Display_Mode_2

uint8

0 – 255

Highway_Display_Mode_3

uint8

0 – 255

Highway_Display_Mode_4

uint8

0 – 255

Lane_Display_Mode_1

uint8

0 – 255

Lane_Display_Mode_2

uint8

0 – 255

Lane_Display_Mode_3

uint8

0 – 255

Lane_Display_Mode_4

uint8

0 – 255

Output Signals:

Name of the Signal

Data Type

Range

Display_Mode_1

uint8

0 - 255

Display_Mode_2

uint8

0 – 255

Display_Mode_3

uint8

0 – 255

Display_Mode_4

uint8

0 - 255

Procedure:

The first step is the creation of the Simulink Data Dictionary File from the given calibration and signal data list.

Requirement 1- Highway Display Unit:

Inputs to this particular subsystem are “Highway_Input_Signal”, “Enable_Display”, “Input_Switch”. These three input signals, when assigned to a particular value will give output signals of a specific value. The output signals are “Highway_Display_Mode_1”, “Highway_Display_Mode_2”, “Highway_Display_Mode_3”, “Highway_Display_Mode_4”. The requirement must be implemented in the form of a Stateflow logic.

Condition

Action

Highway_Input_Signal = 1

Enable_Display = off

Input_Switch = on

Highway_Display_Mode_1 = 232

Highway_Display_Mode_2 = 183

Highway_Display_Mode_3 = 41

Highway_Display_Mode_4 = 94

Highway_Input_Signal = 1

Enable_Display = on

Input_Switch = on

Highway_Display_Mode_1 = 213

Highway_Display_Mode_2 = 183

Highway_Display_Mode_3 = 9

Highway_Display_Mode_4 = 94

As per the requirement, there are three signals to the subsystem as shown below

These three inputs are used to develop an algorithm as per the given conditions using Stateflow logic. The output data is of 'double' data type, so converting it to the 'uint8' data type using the Data type conversion block.

The following figure shows the developed algorithm as per the given conditions using Stateflow logic

Once the Stateflow logic is developed, resolving the ports for input and output.

Requirement No 2 [Lane_DisplayUnit]:

Inputs to this particular subsystem are “Enable_Display”, “Input_Switch”, “Lane_Input_Signal”. These three input signals, when assigned to a particular value will give output signals of specific value. The output signals are “Lane_Display_Mode_1”, “Lane_Display_Mode_2”, “Lane_Display_Mode_3”, “Lane_Display_Mode_4”. The requirement must be implemented in the form of Stateflow logic.

Condition

Action

Lane_Input_Signal= 6

Enable_Display = off

Input_Switch = on

Lane_Display_Mode_1 = 132

Lane_Display_Mode_2 = 185

Lane_Display_Mode_3 = 54

Lane_Display_Mode_4 = 67

Lane_Input_Signal= 6

Enable_Display = on

Input_Switch = on

Lane_Display_Mode_1 = 127

Lane_Display_Mode_2 = 248

Lane_Display_Mode_3 = 186

Lane_Display_Mode_4 = 84

As per the requirement, there are three signals to the subsystem as shown below

These three inputs are used to develop an algorithm as per the given conditions using Stateflow logic. The output data is of 'double' data type, so converting it to the 'uint8' data type using the Data type conversion block.

The following figure shows the developed algorithm as per the given conditions using Stateflow logic.

Requirement No 3:

Signals coming from both subsystems “Highway_Display_Mode_1” & “Lane_Display_Mode_1” are given as inputs to a switch block which will have input signal “Highway_Input_Signal” given as 2nd input to the switch block. Corresponding output from this particular switch block is output signal “Display_Mode_1”.

Signals coming from both subsystems “Highway_Display_Mode_2” & “Lane_Display_Mode_2” are given as inputs to a switch block which will have input signal “Highway_Input_Signal” given as 2nd input to the switch block. Corresponding output from this particular switch block is output signal “Display_Mode_2”.

Signals coming from both subsystems “Highway_Display_Mode_3” & “Lane_Display_Mode_3” are given as inputs to a switch block which will have input signal “Highway_Input_Signal” given as 2nd input to the switch block. Corresponding output from this particular switch block is output signal “Display_Mode_3”.

Signals coming from both subsystems “Highway_Display_Mode_4” & “Lane_Display_Mode_4” are given as inputs to a switch block which will have input signal “Highway_Input_Signal” given as 2nd input to the switch block. Corresponding output from this particular switch block is output signal “Display_Mode_4”.

The following figure shows the subsystem consisting of all the three requirements

The following figure shows the whole model created for the Highway Lane Changing Assistance with all input and output ports using Simulink

Now, making the model in compliance with the AUTOSAR. So, all the input & output signals will be mapped into the Autosar Editor.

But prior to that, setting the System target file as autosar.tlc and make sure that in Solver set it to Fixed-Step.

Model Advisor report

There are warnings that are acceptable but the notable part is that there is not a single Failed result.

Now, generating the C code for the developed model using Autosar coder.

.h file:

* File: highway_lane_assistance.h
*
* Code generated for Simulink model 'highway_lane_assistance'.
*
* Model version : 1.3
* Simulink Coder version : 9.5 (R2021a) 14-Nov-2020
* C/C++ source code generated on : Sun Feb 19 06:39:26 2023
*
* Target selection: autosar.tlc
* Embedded hardware selection: Intel->x86-64 (Windows64)
* Code generation objectives: Unspecified
* Validation result: Not run
*/
#ifndef RTW_HEADER_highway_lane_assistance_h_
#define RTW_HEADER_highway_lane_assistance_h_
#ifndef highway_lane_assistance_COMMON_INCLUDES_
#define highway_lane_assistance_COMMON_INCLUDES_
#include "rtwtypes.h"
#include "Rte_highway_lane_assistance.h"
#endif /* highway_lane_assistance_COMMON_INCLUDES_ */
#include "highway_lane_assistance_types.h"
/* Macros for accessing real-time model data structure */
/* Block states (default storage) for system '<Root>' */
typedef struct tag_DW_highway_lane_assistanc_T {
uint8 is_active_c1_highway_lane_assis;/* '<S3>/Lane_Display_Unit' */
uint8 is_c1_highway_lane_assistance; /* '<S3>/Lane_Display_Unit' */
uint8 is_active_c3_highway_lane_assis;/* '<S2>/Highway_Display_Unit' */
uint8 is_c3_highway_lane_assistance; /* '<S2>/Highway_Display_Unit' */
} DW_highway_lane_assistance_T;
/* Block states (default storage) */
extern DW_highway_lane_assistance_T highway_lane_assistance_DW;
/*-
* The generated code includes comments that allow you to trace directly
* back to the appropriate location in the model. The basic format
* is <system>/block_name, where system is the system number (uniquely
* assigned by Simulink) and block_name is the name of the block.
*
* Use the MATLAB hilite_system command to trace the generated code back
* to the model. For example,
*
* hilite_system('<S3>') - opens system 3
* hilite_system('<S3>/Kp') - opens and selects block Kp which resides in S3
*
* Here is the system hierarchy for this model
*
* '<Root>' : 'highway_lane_assistance'
* '<S1>' : 'highway_lane_assistance/Highway_Lane_Changing_Assistance'
* '<S2>' : 'highway_lane_assistance/Highway_Lane_Changing_Assistance/Requirement1'
* '<S3>' : 'highway_lane_assistance/Highway_Lane_Changing_Assistance/Requirement2'
* '<S4>' : 'highway_lane_assistance/Highway_Lane_Changing_Assistance/Requirement3'
* '<S5>' : 'highway_lane_assistance/Highway_Lane_Changing_Assistance/Requirement1/Highway_Display_Unit'
* '<S6>' : 'highway_lane_assistance/Highway_Lane_Changing_Assistance/Requirement2/Lane_Display_Unit'
*/
#endif /* RTW_HEADER_highway_lane_assistance_h_ */
/*
* File trailer for generated code.
*
* [EOF]

.c file:

* File: highway_lane_assistance.c
*
* Code generated for Simulink model 'highway_lane_assistance'.
*
* Model version : 1.3
* Simulink Coder version : 9.5 (R2021a) 14-Nov-2020
* C/C++ source code generated on : Sun Feb 19 06:39:26 2023
*
* Target selection: autosar.tlc
* Embedded hardware selection: Intel->x86-64 (Windows64)
* Code generation objectives: Unspecified
* Validation result: Not run
*/
#include "highway_lane_assistance.h"
#include "highway_lane_assistance_private.h"
/* Named constants for Chart: '<S2>/Highway_Display_Unit' */
#define highway_lane_assi_IN_Condition1 ((uint8)1U)
#define highway_lane_assi_IN_Condition2 ((uint8)2U)
/* Block states (default storage) */
DW_highway_lane_assistance_T highway_lane_assistance_DW;
/* Model step function */
void highway_lane_assistance_Step(void)
{
sint32 rtb_Highway_Display_Mode_1;
sint32 rtb_Highway_Display_Mode_3;
sint32 rtb_Lane_Display_Mode_1;
sint32 rtb_Lane_Display_Mode_2;
sint32 rtb_Lane_Display_Mode_3;
sint32 rtb_Lane_Display_Mode_4;
uint8 rtb_Display_Mode_4;
uint8 tmp;
/* Chart: '<S2>/Highway_Display_Unit' incorporates:
* Inport: '<Root>/Enable_Display'
* Inport: '<Root>/Highway_Input_Signal'
* Inport: '<Root>/Input_Switch'
*/
if (highway_lane_assistance_DW.is_active_c3_highway_lane_assis == 0U) {
highway_lane_assistance_DW.is_active_c3_highway_lane_assis = 1U;
highway_lane_assistance_DW.is_c3_highway_lane_assistance =
highway_lane_assi_IN_Condition1;
rtb_Highway_Display_Mode_1 = 232;
rtb_Highway_Display_Mode_3 = 41;
} else if (highway_lane_assistance_DW.is_c3_highway_lane_assistance ==
highway_lane_assi_IN_Condition1) {
rtb_Highway_Display_Mode_1 = 232;
rtb_Highway_Display_Mode_3 = 41;
if ((Rte_IRead_highway_lane_assistance_Step_Rp_Highway_Input_Signal_DE_Highway_Input_Signal
() == 1) &&
(Rte_IRead_highway_lane_assistance_Step_Rp_Enable_Display_DE_Enable_Display
() == 1) &&
(Rte_IRead_highway_lane_assistance_Step_Rp_Input_Switch_DE_Input_Switch()
== 1)) {
highway_lane_assistance_DW.is_c3_highway_lane_assistance =
highway_lane_assi_IN_Condition2;
rtb_Highway_Display_Mode_1 = 213;
rtb_Highway_Display_Mode_3 = 9;
}
} else {
/* case IN_Condition2: */
rtb_Highway_Display_Mode_1 = 213;
rtb_Highway_Display_Mode_3 = 9;
if ((Rte_IRead_highway_lane_assistance_Step_Rp_Highway_Input_Signal_DE_Highway_Input_Signal
() == 1) &&
(Rte_IRead_highway_lane_assistance_Step_Rp_Enable_Display_DE_Enable_Display
() == 0) &&
(Rte_IRead_highway_lane_assistance_Step_Rp_Input_Switch_DE_Input_Switch()
== 1)) {
highway_lane_assistance_DW.is_c3_highway_lane_assistance =
highway_lane_assi_IN_Condition1;
rtb_Highway_Display_Mode_1 = 232;
rtb_Highway_Display_Mode_3 = 41;
}
}
/* End of Chart: '<S2>/Highway_Display_Unit' */
/* Chart: '<S3>/Lane_Display_Unit' incorporates:
* Inport: '<Root>/Enable_Display'
* Inport: '<Root>/Input_Switch'
* Inport: '<Root>/Lane_Input_Signal'
*/
if (highway_lane_assistance_DW.is_active_c1_highway_lane_assis == 0U) {
highway_lane_assistance_DW.is_active_c1_highway_lane_assis = 1U;
highway_lane_assistance_DW.is_c1_highway_lane_assistance =
highway_lane_assi_IN_Condition1;
rtb_Lane_Display_Mode_1 = 132;
rtb_Lane_Display_Mode_2 = 185;
rtb_Lane_Display_Mode_3 = 54;
rtb_Lane_Display_Mode_4 = 67;
} else if (highway_lane_assistance_DW.is_c1_highway_lane_assistance ==
highway_lane_assi_IN_Condition1) {
rtb_Lane_Display_Mode_1 = 132;
rtb_Lane_Display_Mode_2 = 185;
rtb_Lane_Display_Mode_3 = 54;
rtb_Lane_Display_Mode_4 = 67;
if ((Rte_IRead_highway_lane_assistance_Step_Rp_Lane_Input_Signal_DE_Lane_Input_Signal
() == 6) &&
(Rte_IRead_highway_lane_assistance_Step_Rp_Enable_Display_DE_Enable_Display
() == 1) &&
(Rte_IRead_highway_lane_assistance_Step_Rp_Input_Switch_DE_Input_Switch()
== 1)) {
highway_lane_assistance_DW.is_c1_highway_lane_assistance =
highway_lane_assi_IN_Condition2;
rtb_Lane_Display_Mode_1 = 127;
rtb_Lane_Display_Mode_2 = 248;
rtb_Lane_Display_Mode_3 = 186;
rtb_Lane_Display_Mode_4 = 84;
}
} else {
/* case IN_Condition2: */
rtb_Lane_Display_Mode_1 = 127;
rtb_Lane_Display_Mode_2 = 248;
rtb_Lane_Display_Mode_3 = 186;
rtb_Lane_Display_Mode_4 = 84;
if ((Rte_IRead_highway_lane_assistance_Step_Rp_Lane_Input_Signal_DE_Lane_Input_Signal
() == 6) &&
(Rte_IRead_highway_lane_assistance_Step_Rp_Enable_Display_DE_Enable_Display
() == 0) &&
(Rte_IRead_highway_lane_assistance_Step_Rp_Input_Switch_DE_Input_Switch()
== 1)) {
highway_lane_assistance_DW.is_c1_highway_lane_assistance =
highway_lane_assi_IN_Condition1;
rtb_Lane_Display_Mode_1 = 132;
rtb_Lane_Display_Mode_2 = 185;
rtb_Lane_Display_Mode_3 = 54;
rtb_Lane_Display_Mode_4 = 67;
}
}
/* End of Chart: '<S3>/Lane_Display_Unit' */
/* Switch: '<S4>/Switch' incorporates:
* Inport: '<Root>/Highway_Input_Signal'
* Switch: '<S4>/Switch1'
* Switch: '<S4>/Switch2'
* Switch: '<S4>/Switch3'
*/
tmp =
Rte_IRead_highway_lane_assistance_Step_Rp_Highway_Input_Signal_DE_Highway_Input_Signal
();
if (tmp > 0) {
/* Switch: '<S4>/Switch3' incorporates:
* DataTypeConversion: '<S2>/Data Type Conversion'
*/
rtb_Display_Mode_4 = (uint8)rtb_Highway_Display_Mode_1;
} else {
/* Switch: '<S4>/Switch3' incorporates:
* DataTypeConversion: '<S3>/Data Type Conversion'
*/
rtb_Display_Mode_4 = (uint8)rtb_Lane_Display_Mode_1;
}
/* End of Switch: '<S4>/Switch' */
/* Outport: '<Root>/Display_Mode_1' */
Rte_IWrite_highway_lane_assistance_Step_Pp_Display_Mode_1_DE_Display_Mode_1
(rtb_Display_Mode_4);
/* Switch: '<S4>/Switch1' */
if (tmp > 0) {
/* Switch: '<S4>/Switch3' incorporates:
* DataTypeConversion: '<S2>/Data Type Conversion1'
*/
rtb_Display_Mode_4 = 183U;
} else {
/* Switch: '<S4>/Switch3' incorporates:
* DataTypeConversion: '<S3>/Data Type Conversion1'
*/
rtb_Display_Mode_4 = (uint8)rtb_Lane_Display_Mode_2;
}
/* Outport: '<Root>/Display_Mode_2' */
Rte_IWrite_highway_lane_assistance_Step_Pp_Display_Mode_2_DE_Display_Mode_2
(rtb_Display_Mode_4);
/* Switch: '<S4>/Switch2' */
if (tmp > 0) {
/* Switch: '<S4>/Switch3' incorporates:
* DataTypeConversion: '<S2>/Data Type Conversion2'
*/
rtb_Display_Mode_4 = (uint8)rtb_Highway_Display_Mode_3;
} else {
/* Switch: '<S4>/Switch3' incorporates:
* DataTypeConversion: '<S3>/Data Type Conversion2'
*/
rtb_Display_Mode_4 = (uint8)rtb_Lane_Display_Mode_3;
}
/* Outport: '<Root>/Display_Mode_3' */
Rte_IWrite_highway_lane_assistance_Step_Pp_Display_Mode_3_DE_Display_Mode_3
(rtb_Display_Mode_4);
/* Switch: '<S4>/Switch3' */
if (tmp > 0) {
/* Switch: '<S4>/Switch3' incorporates:
* DataTypeConversion: '<S2>/Data Type Conversion3'
*/
rtb_Display_Mode_4 = 94U;
} else {
/* Switch: '<S4>/Switch3' incorporates:
* DataTypeConversion: '<S3>/Data Type Conversion3'
*/
rtb_Display_Mode_4 = (uint8)rtb_Lane_Display_Mode_4;
}
/* Outport: '<Root>/Display_Mode_4' */
Rte_IWrite_highway_lane_assistance_Step_Pp_Display_Mode_4_DE_Display_Mode_4
(rtb_Display_Mode_4);
}
/* Model initialize function */
void highway_lane_assistance_Init(void)
{
/* (no initialization code required) */
}
/*
* File trailer for generated code.
*
* [EOF]
*/
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