diff --git a/boot/pxe_utils.c b/boot/pxe_utils.c
index fc453bd539..b59e959f71 100644
--- a/boot/pxe_utils.c
+++ b/boot/pxe_utils.c
@@ -258,6 +258,7 @@ static struct pxe_label *label_create(void)
 static void label_destroy(struct pxe_label *label)
 {
 	free(label->name);
+	free(label->kernel_label);
 	free(label->kernel);
 	free(label->config);
 	free(label->append);
@@ -542,9 +543,11 @@ static int label_boot(struct pxe_context *ctx, struct pxe_label *label)
 		kernel_addr = fit_addr;
 	}
 
-	if (label->initrd) {
+	/* For FIT, the label can be identical to kernel one */
+	if (label->initrd && !strcmp(label->kernel_label, label->initrd)) {
+		initrd_addr_str =  kernel_addr;
+	} else if (label->initrd) {
 		ulong size;
-
 		if (get_relfile_envaddr(ctx, label->initrd, "ramdisk_addr_r",
 					&size) < 0) {
 			printf("Skipping %s for failure retrieving initrd\n",
@@ -622,8 +625,11 @@ static int label_boot(struct pxe_context *ctx, struct pxe_label *label)
 	 */
 	bootm_argv[3] = env_get("fdt_addr_r");
 
+	/* For FIT, the label can be identical to kernel one */
+	if (label->fdt && !strcmp(label->kernel_label, label->fdt)) {
+		bootm_argv[3] = kernel_addr;
 	/* if fdt label is defined then get fdt from server */
-	if (bootm_argv[3]) {
+	} else if (bootm_argv[3]) {
 		char *fdtfile = NULL;
 		char *fdtfilefree = NULL;
 
@@ -1164,6 +1170,11 @@ static int parse_label_kernel(char **c, struct pxe_label *label)
 	if (err < 0)
 		return err;
 
+	/* copy the kernel label to compare with FDT / INITRD when FIT is used */
+	label->kernel_label = strdup(label->kernel);
+	if (!label->kernel_label)
+		return -ENOMEM;
+
 	s = strstr(label->kernel, "#");
 	if (!s)
 		return 1;
diff --git a/doc/README.pxe b/doc/README.pxe
index d14d2bdcc9..172201093d 100644
--- a/doc/README.pxe
+++ b/doc/README.pxe
@@ -179,11 +179,19 @@ initrd <path>	    - if this label is chosen, use tftp to retrieve the initrd
 		      at <path>. it will be stored at the address indicated in
 		      the initrd_addr_r environment variable, and that address
 		      will be passed to bootm.
+		      For FIT image, the initrd can be provided with the same value than
+		      kernel, including configuration:
+		        <path>#<conf>[#<extra-conf[#...]]
+		      In this case, kernel_addr_r is passed to bootm.
 
 fdt <path>	    - if this label is chosen, use tftp to retrieve the fdt blob
 		      at <path>. it will be stored at the address indicated in
 		      the fdt_addr_r environment variable, and that address will
 		      be passed to bootm.
+		      For FIT image, the device tree can be provided with the same value
+		      than kernel, including configuration:
+		        <path>#<conf>[#<extra-conf[#...]]
+		      In this case, kernel_addr_r is passed to bootm.
 
 devicetree <path>   - if this label is chosen, use tftp to retrieve the fdt blob
 		      at <path>. it will be stored at the address indicated in
diff --git a/include/pxe_utils.h b/include/pxe_utils.h
index 4a73b2aace..1e5e8424f5 100644
--- a/include/pxe_utils.h
+++ b/include/pxe_utils.h
@@ -28,6 +28,7 @@
  * Create these with the 'label_create' function given below.
  *
  * name - the name of the menu as given on the 'menu label' line.
+ * kernel_label - the kernel label, including FIT config if present.
  * kernel - the path to the kernel file to use for this label.
  * append - kernel command line to use when booting this label
  * initrd - path to the initrd to use for this label.
@@ -40,6 +41,7 @@ struct pxe_label {
 	char num[4];
 	char *name;
 	char *menu;
+	char *kernel_label;
 	char *kernel;
 	char *config;
 	char *append;