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Android sensor fusion APK
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This posting summarizes known issues, not already in the errata) for Sensor Fusion Build 420: FRDM-KL25Z, KL26Z, KL46Z, K20D50M and K64F boards shipped to date do not include pull-up resistors on the NMI pin.  This has reportedly caused applications to not start properly because of inadvertent non-maskable interrupts.   There are several possible ways to resolve this: Add the missing pull-up resistor Disable the NMI during the first call to the NMI interrupt handler.  You can do that by replacing the existing default handler with:          // called on NMI          void Cpu_OnNMIINT(void)          {            // Disable NMI pin (some boards do not have pullups)            SIM_SCGC5 |= (uint32_t)SIM_SCGC5_PORTA_MASK; /* NMI and PORTA clock gate enable */            PORTA_PCR4 &= PORT_PCR_MUX_MASK;            /* enable input with pull up enable not NMI */            PORTA_PCR4 |= PORT_PCR_MUX(01) | PORT_PCR_PE_MASK | PORT_PCR_PS_MASK;            // return with no action            return;          } Add two new PE components.  One of type BitIO_LDD and the other of type Init_GPIO.  Between them you can assign PTA4 as an input GPIO with pullup enabled.  This has the advantage of requiring no changes to the .c or .h files. KDS builds using optimization level O3 do not properly execute the command interpreter within Events.c function UART_OnBlockReceived().  Change the project settings optimization level to O1 and it should work fine. It is possible for the Sensor Fusion Toolbox (both Windows and Android versions) to "fall out of sync" with the development board firmware with regard to desired sensor fusion algorithm being executed.  Symptoms and root causes are reviewed in the PDF attached to this posting.
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All, Twitter traffic revealed a need for PDF versions of the sensor fusion documentation.  Apologies for any inconvenience.  Our standard documents are in Word format (we make extensive use of the equation tools in Word), and we supply them in that same format to make it easy to reuse the material.  But for those who do not have Word, please see the attached PDF. Regards, Mike
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This is a pre-release .msi installer for the Freescale Sensor Fusion Toolbox for Windows NEXT RELEASE.  This (or a later copy) will eventually replace the release copy at http://www.freescale.com/sensorfusion.  Altough this is a preview copy, it is believed stable.  Please let us know of any issues seen.  This version has a nice feature in that it can re-flash your Freedom board (KL25Z, KL26Z, KL46Z, K20D50M and K64F) with the matching firmware.  The new feature is under the File->Flash menu item.  There have also been some nice changes made to the "Magnetics" view.
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Here's a zip file which incorporates the patch I outlined in my previous posting.
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The attached is a preview copy of build 422 of the sensor fusion library, which is currently being tested by the Freescale Sensor's team. Please consult the docs/Release_Notes.txt file for changes from build 420, as well as known errata. This version is released under the following license:   Freescale Sensor Fusion Library for Kinetis MCUs IMPORTANT. Read the following Freescale Software License Agreement (“Agreement”) completely.  By downloading this file, you indicate that you accept the terms of this Agreement and you also acknowledge that you have the authority, on behalf of your company, to bind your company to such terms.  You may then download or install the file. FREESCALE END-USER SOFTWARE LICENSE AGREEMENT Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met:     * Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer.     * Redistributions in binary form must reproduce the above copyright  notice, this list of conditions and the following disclaimer in the  documentation and/or other materials provided with the distribution.     * Neither the name of Freescale Semiconductor, Inc. nor the  names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL FREESCALE SEMICONDUCTOR, INC. BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. © 2004-2014 Freescale Semiconductor, Inc. All rights reserved.
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For those of you who do not have access to Google Play, here is the latest .apk file for the Android version of the Sensor Fusion Toolbox.  This version should trap problems which caused previously reported crashes.  There are no visible changes to the functionality.   IF you have access to Google Play, we recommend that you use that as your default installer, as you can automatically get updates.
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The Sensor Fusion Toolbox for Android includes a feature illustrating how an air mouse might be implemented on top of the Freescale sensor fusion library.  That tool includes documentation which discusses the algorithm.  That documentation is replicated on the MEMS Industry Group GitHub site.  It's been pointed out that this could use a couple additional diagrams to illustrate the geometry behind the calculations.  For that, please see the attached. BTW, The preview below has been somewhat corrupted by the blogging platform.  I suggest you download the powerpoint file before viewing.
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You will have to add a .exe extension to the unzipped file.
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All, Drop the attached into SDK_2.0_FRDM-KL25Z/boards/frdmkl25z_virtual_shield/issdk_examples/algorithms/sensorfusion/baremetal_sensor_fusion. Apologies for both the delay in posting and the fact that even though I thought I was linking to files elsewhere in the system, I ended up getting local copies built into this project.  Some of you may like that.  I don't particularly.  But as I've noted elsewhere, KDS and I have our differences... Regards, Mike
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The attached is the windows installer for the latest verson of the Windows version of the Freescale Sensor Fusion Toolbox.  This version must be used with Version 5.00 of the sensor fusion library.  It is NOT backward compatible, as the structure of the undocumented Kalman filter packet has changed. Please uninstall any prior versions of the toolbox before running this installer. As in prior releases, you can reflash your Freedom boards from within the application itself.  So if you want to try the new fusion without downloading the new library and firing up KDS or CodeWarrior, you can. Version 5.00 was posted to this same board just a few minutes ago in a separate post.  It contains full documentation, including algorithm development, datasheet and user guide. Regards, Mike Stanley
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Attached is a PDF dump of a classic blog post.  Please forgive the format problems.  I'll work with the web team in January to get it reposted to the NXP site. Mike
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Attached is an LPCExpresso project for LPC1549.  It is compatible with the latest version of the Sensor Fusion Toolbox for Windows (the version targeted at Version 6.00 and 7.00 sensor fusion).  This project is a variant on the Sensor Fusion Version 6.00 library.  Algorithmically this is virtually identical to Version 7.00.
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All, This is my personal "cheat sheet" that I use as reference whenever I have to code angular transformations from one frame of reference to another.  There's nothing unique here, it just organizes things in a way that I can find them quickly.  I hope you find it useful. Mike
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All, The attached was put together in response to the posting by Andrew Hartnett.  It contains a bare-metal IAR project for 9-axis sensor fusion V7.00 on the KL25Z.  You need to have built KSDK for the KL25Z to include the ISSDK option.  Then unzip this file into your SDK_2.0_FRDM-KL25Z/boards directory.  The sample project is then located at SDK_2.0_FRDM-KL25Z/boards/frdmkl25z_virtual_shield/issdk_examples/algorithms/sensorfusion/baremetal_sensor_fusion/iar. There is also an included freertos_sensor_fusion project.  Ignore that for now.  It compiles and links, but needs more RAM than the KL25Z supplies.  I'm looking at ways to decrease the RAM requirements to fit. Regards, Mike
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This is a standalone project generated via the Kinetis Project Generator tool for SF Version 7.1 operating on K64F/MULT2B shield with FreeRTOS.
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This this shows how to implement the power cycling feature described in Section 4.8, Fusion Standby mode, of the Version 7.00 Sensor Fusion User Guide.  It will power down the gyro when the board is stationary, and also suspend sensor fusion.   Last computed results continue to be sent until new motion is detected.  One nice side effect is that 6-axis yaw drift is almost eliminated.
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All, We are busily working to integrate Version 7.00 of the sensor fusion library into the Kinetis Expert (KEX) ecosystem.  ETA is early August.  I have attached here a preview copy of the user manual for that release.  This is subject to the usual disclaimers: content subject to change, no liability, yada yada yada.  There are a LOT of changes.    These are documented ad nauseum in the user guide.  I've also added a lot of our old blog content into the user guide, as I keep getting requests for them.  Please take a look and give me your feedback.   FYI, Here is a sample main() for the new fusion, running on FreeRTOS:   /* FreeRTOS kernel includes. */ #include "FreeRTOS.h" #include "task.h" #include "queue.h" #include "timers.h" #include "event_groups.h" // KSDK and ISSDK Headers #include "fsl_debug_console.h"  // KSDK header file for the debug interface #include "board.h"              // KSDK header file to define board configuration #include "pin_mux.h"            // KSDK header file for pin mux initialization functions #include "clock_config.h"       // KSDK header file for clock configuration #include "fsl_port.h"           // KSDK header file for Port I/O control #include "fsl_i2c.h"            // KSDK header file for I2C interfaces #include "Driver_I2C_SDK2.h"    // ISSDK header file for CMSIS I2C Driver #include "fxas21002.h"          // register address and bit field definitions #include "mpl3115.h"            // register address and bit field definitions #include "fxos8700.h"           // register address and bit field definitions // Sensor Fusion Headers #include "sensor_fusion.h"      // top level magCal and sensor fusion interfaces #include "control.h"           // Command/Streaming interface - application specific #include "status.h"            // Sta:tus indicator interface - application specific #include "drivers.h"           // NXP sensor drivers OR customer-supplied drivers // Global data structures SensorFusionGlobals sfg;                ///< This is the primary sensor fusion data structure ControlSubsystem controlSubsystem;      ///< used for serial communications StatusSubsystem statusSubsystem;        ///< provides visual (usually LED) status indicator PhysicalSensor sensors[3];              ///< This implementation uses three physical sensors EventGroupHandle_t event_group = NULL; static void read_task(void *pvParameters);              // FreeRTOS Task definition static void fusion_task(void *pvParameters);            // FreeRTOS Task definition /// This is a FreeRTOS (dual task) implementation of the NXP sensor fusion demo build. int main(void) {     ARM_DRIVER_I2C* I2Cdrv = &I2C_S_DRIVER_BLOCKING;       // defined in the <shield>.h file     BOARD_InitPins();                   // defined in pin_mux.c, initializes pkg pins     BOARD_BootClockRUN();               // defined in clock_config.c, initializes clocks     BOARD_InitDebugConsole();           // defined in board.c, initializes the OpenSDA port     I2Cdrv->Initialize(NULL);                                 // Initialize the KSDK driver for the I2C port     I2Cdrv->Control(ARM_I2C_BUS_SPEED, ARM_I2C_BUS_SPEED_FAST);      // Configure the I2C bus speed     initializeControlPort(&controlSubsystem);                           // configure pins and ports for the control sub-system     initializeStatusSubsystem(&statusSubsystem);                        // configure pins and ports for the status sub-system     initSensorFusionGlobals(&sfg, &statusSubsystem, &controlSubsystem); // Initialize sensor fusion structures     // "install" the sensors we will be using     sfg.installSensor(&sfg, &sensors[0], FXOS8700_I2C_ADDR, 1, (void*) I2Cdrv, FXOS8700_Init,  FXOS8700_Read);     sfg.installSensor(&sfg, &sensors[1], FXAS21002_I2C_ADDR, 1, (void*) I2Cdrv, FXAS21002_Init, FXAS21002_Read);     sfg.installSensor(&sfg, &sensors[2], MPL3115_I2C_ADDR, 2, (void*) I2Cdrv, MPL3115_Init, MPL3115_Read);     sfg.initializeFusionEngine(&sfg);         // This will initialize sensors and magnetic calibration     event_group = xEventGroupCreate();     xTaskCreate(read_task, "READ", configMINIMAL_STACK_SIZE, NULL, tskIDLE_PRIORITY + 2, NULL);     xTaskCreate(fusion_task, "FUSION", configMINIMAL_STACK_SIZE, NULL, tskIDLE_PRIORITY + 1, NULL);     sfg.setStatus(&sfg, NORMAL);                // If we got this far, let's set status state to NORMAL     vTaskStartScheduler();                      // Start the RTOS scheduler     sfg.setStatus(&sfg, HARD_FAULT);            // If we got this far, FreeRTOS does not have enough memory allocated     for (;;) ; } static void read_task(void *pvParameters) {     uint16_t i=0;                       // general counter variable     portTickType lastWakeTime;     const portTickType frequency = 1;   // tick counter runs at the read rate     lastWakeTime = xTaskGetTickCount();     while (1)     {         for (i=1; i<=OVERSAMPLE_RATE; i++) {             vTaskDelayUntil(&lastWakeTime, frequency);             sfg.readSensors(&sfg, i);              // Reads sensors, applies HAL and does averaging (if applicable)         }         xEventGroupSetBits(event_group, B0);     } } static void fusion_task(void *pvParameters) {     uint16_t i=0;  // general counter variable     while (1)     {         xEventGroupWaitBits(event_group,    /* The event group handle. */                             B0,             /* The bit pattern the event group is waiting for. */                             pdTRUE,         /* BIT_0 and BIT_4 will be cleared automatically. */                             pdFALSE,        /* Don't wait for both bits, either bit unblock task. */                             portMAX_DELAY); /* Block indefinitely to wait for the condition to be met. */         sfg.conditionSensorReadings(&sfg);  // magCal is run as part of this         sfg.runFusion(&sfg);                // Run the actual fusion algorithms         sfg.applyPerturbation(&sfg);        // apply debug perturbation (testing only)         sfg.loopcounter++;                  // The loop counter is used to "serialize" mag cal operations         i=i+1;         if (i>=4) {                         // Some status codes include a "blink" feature.  This loop                 i=0;                        // should cycle at least four times for that to operate correctly.                 sfg.updateStatus(&sfg);     // This is where pending status updates are made visible         }         sfg.queueStatus(&sfg, NORMAL);      // assume NORMAL status for next pass through the loop         sfg.pControlSubsystem->stream(&sfg, sUARTOutputBuffer);      // Send stream data to the Sensor Fusion Toolbox     } } /// \endcode
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